The Electromagnetic Field Tensor

Count the room. A rank-2 tensor in four dimensions has 4×4=164 \times 4 = 16 components. Demand that it be antisymmetric — Fμν=−FνμF^{\mu\nu} = -F^{\nu\mu} — and the four diagonal entries are forced to zero, while the remaining twelve pair off into six independent numbers. Six. Exactly six. Now count electromagnetism. Ex,Ey,Ez,Bx,By,BzE_x, E_y, E_z, B_x, B_y, B_z. Six. That is not a coincidence, and it is not numerology. It is the whole point. An antisymmetric rank-2 tensor built from the four-potential has exactly enough room for the electric and magnetic fields and not one slot left over — no scalar hiding in the trace, no seventh component we have failed to notice. E⃗\vec E and B⃗\vec B are not two fields that happen to be related; they are the timelike and spacelike halves of one object, split apart by the accident of which frame you happen to be standing in. Asking whether a field "is really electric or really magnetic" is exactly as meaningful as asking whether a stick is "really along xx or really along yy." The object is

Fμν  =  ∂μAν−∂νAμ,F^{\mu\nu} \;=\; \partial^\mu A^\nu - \partial^\nu A^\mu ,

and the single most-botched line in the entire subject is what its 0i0i components are. In signature (+,−,−,−)(+,-,-,-) with Aμ=(φ/c, A⃗)A^\mu = (\varphi/c,\ \vec A) the answer is

  F0i  =  − Eic  and, with both indices down,  F0i  =  + Eic  \boxed{\;F^{0i} \;=\; -\,\frac{E^i}{c}\;} \qquad\text{and, with both indices down,}\qquad \boxed{\;F_{0i} \;=\; +\,\frac{E^i}{c}\;}

— and the minus sign on the upper-index form is not a convention you may take or leave. Get it backwards and ∇ ⁣⋅ ⁣E⃗=ρ/ε0\nabla\!\cdot\!\vec E = \rho/\varepsilon_0 comes out as ∇ ⁣⋅ ⁣E⃗=−ρ/ε0\nabla\!\cdot\!\vec E = -\rho/\varepsilon_0: two protons attract. Worked Example 2 prices that error at 2.3071×10−10 N2.3071\times10^{-10}\ \mathrm{N}, in the wrong direction. The AllQFT base article for this very topic prints F0i=+Ei/cF^{0i} = +E^i/c in two separate places — and then prints a matrix, in the same article, whose top row reads −Ex/c-E_x/c. It contradicts itself. We will derive the sign from scratch, in four lines, and never have to remember it again.

Key takeaways
  • Signature (+,−,−,−)(+,-,-,-);   ∂μ=(1c∂t, +∇)\;\partial_\mu = \big(\tfrac1c\partial_t,\ +\nabla\big),   ∂μ=(1c∂t, −∇)\;\partial^\mu = \big(\tfrac1c\partial_t,\ -\nabla\big);   p⋅p=+m2c2\;p\cdot p = +m^2c^2. Every sign below comes from that minus on the raised spatial index.
  • The object: Fμν=∂μAν−∂νAμ\boxed{F^{\mu\nu} = \partial^\mu A^\nu - \partial^\nu A^\mu} — manifestly antisymmetric, manifestly gauge-invariant, a genuine rank-2 tensor.
  • The counting, which is the payoff: antisymmetry kills the 4 diagonal entries and pairs the other 12, leaving   (16−4)/2=6\;\boxed{(16 - 4)/2 = 6} independent components. Electromagnetism has exactly 6 field components. The tensor has room for E⃗\vec E and B⃗\vec B and nothing else.
  • The signs — derive, never transcribe:   F0i=−Ei/c\;F^{0i} = -E^i/c,   F0i=+Ei/c\;F_{0i} = +E^i/c,   Fij=Fij=−ϵijkBk\;F^{ij} = F_{ij} = -\epsilon^{ijk}B_k. The base prints F0i=+Ei/cF^{0i} = +E^i/c twice, while its own matrix prints −Ex/c-E_x/c.
  • The check that catches you: ∂μFμ0=μ0J0\partial_\mu F^{\mu 0} = \mu_0 J^0 unpacks to ∇ ⁣⋅ ⁣E⃗=+ρ/ε0\nabla\!\cdot\!\vec E = +\rho/\varepsilon_0 only with F0i=−Ei/cF^{0i} = -E^i/c. Flip it and Gauss's law flips: like charges attract.
  • The invariant:   FμνFμν=2(B2−E2/c2)\;F_{\mu\nu}F^{\mu\nu} = 2\big(B^2 - E^2/c^2\big) — the same number in every frame. Worked Example 1 gets 12.277 T2\mathbf{12.277\ \mathrm{T^2}} for a real lab field, two independent ways.
  • Key idea: E⃗\vec E and B⃗\vec B are not two fields that transform into each other. They are the six components of ONE antisymmetric tensor — and antisymmetry is what guarantees there are exactly six, no more and no fewer. What a boost does is not convert one field into another; it re-slices a single object along a different axis, exactly as rotating your head re-slices a stick into different amounts of xx and yy.
The core insight

Antisymmetry is doing all the work. It is what forces the diagonal to vanish, what halves the off-diagonal count, and what leaves precisely six slots. Six is also the number of independent field components electromagnetism has. If nature had needed seven, or five, no antisymmetric tensor in four dimensions could have held them — and the fact that it is six is the structural reason E⃗\vec E and B⃗\vec B can be, and must be, one object.

Where this lives today

FμνF^{\mu\nu} is not a pedagogical repackaging of Maxwell; it is the object every modern formulation is written in. The Lagrangian of classical electrodynamics is   L=−14μ0FμνFμν−JμAμ\;\mathcal L = -\tfrac{1}{4\mu_0}F_{\mu\nu}F^{\mu\nu} - J_\mu A^\mu, and varying it returns ∂μFμν=μ0Jν\partial_\mu F^{\mu\nu} = \mu_0 J^\nu — the whole inhomogeneous half of Maxwell, from one scalar. The stress–energy tensor that tells you how much momentum a light beam carries is built from FF quadratically, and the entire Standard Model is written by generalising this one construction: replace ∂μAν−∂νAμ\partial^\mu A^\nu - \partial^\nu A^\mu with its non-abelian cousin and you have the gluon and the weak bosons. The counting argument generalises too. In nn dimensions an antisymmetric rank-2 tensor has n(n−1)/2n(n-1)/2 components — which is 66 in four dimensions, and is also exactly the dimension of the Lorentz group (three rotations, three boosts). Not an accident either: FμνF^{\mu\nu} transforms in the adjoint representation of that group, and the six field components and the six generators are the same six slots seen from two directions.

Origins · 2 minMichael Faraday and how this was discovered
MF
Michael Faraday
1791–1867 · the field concept · lines of force · the unification of electricity and magnetism

Michael Faraday could not do the mathematics. Apprenticed to a bookbinder at fourteen, largely self-taught, he never learned calculus and wrote almost no equations in a career that produced electromagnetic induction, the laws of electrolysis, the magneto-optical effect that bears his name, and the diamagnetism of matter. What he had instead was a picture — and the picture turned out to be the truth. Faraday's picture was lines of force. He refused to believe in action at a distance, and insisted that the space between a magnet and a piece of iron was not empty but strained, filled with something real that carried the influence from one to the other. He drew these lines obsessively, watched iron filings arrange themselves along them, and in 1852 wrote of "the physical character of the lines of magnetic force" as though they were as concrete as ropes. The mathematicians of his day thought this a crutch for a man who could not integrate. It was, instead, the field. Maxwell said so explicitly: he set out to put Faraday's ideas into mathematical form, and found that "Faraday's methods... were also mathematical, though not exhibited in the conventional form of mathematical symbols." What Faraday saw in the filings — that the field is a thing, present at every point, with a structure of its own, and not merely a bookkeeping device for forces between distant charges — is precisely what FμνF^{\mu\nu} is. The tensor is Faraday's lines of force, written in the only language that survives a change of observer. Faraday believed electricity and magnetism were one phenomenon, and spent decades hunting for connections between light, gravity, and magnetism because he could not accept that nature was compartmented. He was right about the first pair, in a way he could not have made precise: E⃗\vec E and B⃗\vec B are not two fields but one tensor, and the frame-dependence he could not have imagined is exactly what makes them look like two. It is entirely fitting that FμνF^{\mu\nu} is still, in much of the literature, called the Faraday tensor.

History
1831
— Michael Faraday discovers electromagnetic induction and develops the concept of lines of force, insisting the field between bodies is physically real.
1852
— Faraday publishes "On the Physical Character of the Lines of Magnetic Force," arguing the field is a thing in its own right rather than a bookkeeping device.
1865
— James Clerk Maxwell publishes "A Dynamical Theory of the Electromagnetic Field," giving Faraday's picture its mathematical form and predicting electromagnetic waves.
1905
— Albert Einstein opens "On the Electrodynamics of Moving Bodies" with the magnet-and-conductor asymmetry: the same current gets two different explanations depending on which body is called stationary.
1908
— Hermann Minkowski recasts electrodynamics in four-dimensional form, introducing the antisymmetric field tensor and showing that E and B are components of a single object.
1912
— Max Abraham and Arnold Sommerfeld develop the tensor notation into the form still used today.

The physical picture

Before relativity, E⃗\vec E and B⃗\vec B were two vector fields, coupled by Maxwell's equations but conceptually separate: one pushed charges, the other pushed currents. Einstein's 1905 opening paragraph is about the discomfort this causes. A magnet and a conductor in relative motion produce a current, and the explanation depends entirely on which one you call stationary — an electric field from a changing flux in one telling, a magnetic force on moving charges in the other. Same current, same ammeter, two completely different stories. That asymmetry, Einstein wrote, "does not appear to be inherent in the phenomena." It is not. The two stories are two slicings of a single object. FμνF^{\mu\nu} is a rank-2 tensor field on spacetime, and E⃗\vec E and B⃗\vec B are the names we give to its components in whatever frame we happen to occupy. A boost does not turn E⃗\vec E into B⃗\vec B any more than turning your head turns xx into yy; it re-expresses one unchanged geometric object in a new basis. The magnet-and-conductor asymmetry dissolves because there was never anything asymmetric there — only two coordinate descriptions of one tensor. The tensor is manifestly antisymmetric by construction: Fμν=∂μAν−∂νAμF^{\mu\nu} = \partial^\mu A^\nu - \partial^\nu A^\mu swaps sign when you swap μ\mu and ν\nu. That gives it, for free, both properties that make it the right object: six independent components, and exact gauge invariance (a curl cannot see a gradient — see Gauge Transformations and the Lorenz Gauge). What remains is bookkeeping: which component goes where, and with what sign.

Figure
THE COUNTING ARGUMENT — why the electromagnetic field tensor has room for exactly E and B, with nothing left over. A rank-2 tensor in 4D has 16 components. ANTISYMMETRY (Fᵘᵛ = −Fᵛᵘ) forces the 4 diagonal entries to zero and pairs the remaining 12 into 6 independent numbers. Electromagnetism has exactly 6 field components: Ex Ey Ez Bx By Bz. Six slots, six fields — no scalar in the trace, no seventh component, nothing missing
(16 − 4) / 2 = 6. And electromagnetism has exactly 6 field components. a 4×4 tensor 0 0 0 0 −Ex/c −Ey/c −Ez/c −Bz +By −Bx grey diagonal = forced to ZERO pale lower triangle = MINUS the upper (no new information) red = the 3 E components blue = the 3 B components the ledger 16 components of a 4×4 tensor − 4 the diagonal, forced to zero ÷ 2 each pair counted once = 6 independent components Ex Ey Ez · Bx By Bz ← also 6 Exactly enough room. Nothing left over. No scalar in the trace. No seventh field.

The core equations

  Fμν  =  ∂μAν−∂νAμ  ⟹Fμν=−Fνμ(1)\boxed{\;F^{\mu\nu} \;=\; \partial^\mu A^\nu - \partial^\nu A^\mu\;} \qquad\Longrightarrow\qquad F^{\mu\nu} = -F^{\nu\mu} \qquad (1)

where: Aμ=(φ/c, A⃗)A^\mu = (\varphi/c,\ \vec A) and ∂μ=(1c∂t, −∇)\partial^\mu = \big(\tfrac1c\partial_t,\ -\nabla\big). Physical reading: the antisymmetry is not imposed, it is built in — swap the labels and the expression negates itself. So is gauge invariance: replace Aμ→Aμ+∂μχA^\mu \to A^\mu + \partial^\mu\chi and the extra term is ∂μ∂νχ−∂ν∂μχ=0\partial^\mu\partial^\nu\chi - \partial^\nu\partial^\mu\chi = 0. The components, derived in Derivation 2 and never to be transcribed:

  F0i=−Eic  ,  F0i=+Eic  ,  Fij=Fij=−ϵijkBk  (2)\boxed{\;F^{0i} = -\frac{E^i}{c}\;}, \qquad \boxed{\;F_{0i} = +\frac{E^i}{c}\;}, \qquad \boxed{\;F^{ij} = F_{ij} = -\epsilon^{ijk}B_k\;} \qquad (2)

where: ϵijk\epsilon^{ijk} is the three-dimensional Levi-Civita symbol with ϵ123=+1\epsilon^{123} = +1. Physical reading: lowering an index with η=diag(+1,−1,−1,−1)\eta = \mathrm{diag}(+1,-1,-1,-1) costs a factor (−1)(-1) for each spatial index. The 0i0i entries carry one spatial index, so they flip sign. The ijij entries carry two, so the signs cancel and the magnetic block is unchanged. That asymmetry between the electric and magnetic blocks is the single fact that generates every sign confusion in the literature. Written out, with μ\mu the row and ν\nu the column:

Fμν=(0−Ex/c−Ey/c−Ez/c+Ex/c0−Bz+By+Ey/c+Bz0−Bx+Ez/c−By+Bx0),Fμν=(0+Ex/c+Ey/c+Ez/c−Ex/c0−Bz+By−Ey/c+Bz0−Bx−Ez/c−By+Bx0)(3)F^{\mu\nu} = \begin{pmatrix} 0 & -E_x/c & -E_y/c & -E_z/c \\ +E_x/c & 0 & -B_z & +B_y \\ +E_y/c & +B_z & 0 & -B_x \\ +E_z/c & -B_y & +B_x & 0 \end{pmatrix}, \qquad F_{\mu\nu} = \begin{pmatrix} 0 & +E_x/c & +E_y/c & +E_z/c \\ -E_x/c & 0 & -B_z & +B_y \\ -E_y/c & +B_z & 0 & -B_x \\ -E_z/c & -B_y & +B_x & 0 \end{pmatrix} \qquad (3)

where: the two matrices differ only in the electric row and column. The magnetic 3×33\times3 block is identical in both. Physical reading: if you can remember one thing about lowering indices on FF, remember that — the E block flips, the B block does not. The invariant, and the equation that fixes the sign:

  FμνFμν  =  2(B2−E2c2)  (4)  ∂μFμν=μ0Jν  (5)\boxed{\;F_{\mu\nu}F^{\mu\nu} \;=\; 2\left(B^2 - \frac{E^2}{c^2}\right)\;} \qquad (4) \qquad\qquad \boxed{\;\partial_\mu F^{\mu\nu} = \mu_0 J^\nu\;} \qquad (5)

where: (4) is a fully contracted scalar — the same number in every inertial frame. Physical reading: it is not merely a curiosity but the first hard, frame-independent fact you can extract from a field, and Worked Example 1 evaluates it to 12.277 T212.277\ \mathrm{T^2} for a real lab field. (5) is the inhomogeneous half of Maxwell's equations in one line; unpacking it at ν=0\nu = 0 gives Gauss's law with the correct plus sign — but only if F0i=−Ei/cF^{0i} = -E^i/c. This is the check that catches a sign error before it eats your physics.

The object, its six components, and its signs

Derivation AAntisymmetry forces exactly six components — and electromagnetism has exactly six fields

This is the structural heart of the subject, and it is a counting argument that takes four steps. The claim is not "we noticed E⃗\vec E and B⃗\vec B fit into a tensor." The claim is that an antisymmetric rank-2 tensor in four dimensions has exactly six independent components — no fewer, no more — and that this is precisely the number of independent field components electromagnetism possesses. The fit is exact, and an exact fit is a reason.

Step 1 — start with 16 and kill the diagonal. A general rank-2 tensor TμνT^{\mu\nu} in four dimensions has 4×4=164 \times 4 = 16 components. Antisymmetry says Fμν=−FνμF^{\mu\nu} = -F^{\nu\mu}. Set ν=μ\nu = \mu: Fμμ=−FμμF^{\mu\mu} = -F^{\mu\mu}, hence   Fμμ=0\;\boxed{F^{\mu\mu} = 0} for each of the four values of μ\mu — no summation. Why: the diagonal is not merely small or conventionally chosen; it is <strong>forced</strong> to vanish. Four components gone, twelve remain. And note what this kills: there is no trace, so there is no scalar hiding inside FF — no extra field we have overlooked.

Step 2 — pair off the rest. The twelve off-diagonal entries come in pairs (μν)(\mu\nu) and (νμ)(\nu\mu), and antisymmetry means the second is minus the first: knowing F01F^{01} is knowing F10F^{10}. So the twelve carry only 12/2=612/2 = 6 pieces of independent information. Total:   (16−4)/2=6\;\boxed{(16 - 4)/2 = 6}. Why: <strong>six.</strong> The lower triangle of the matrix contains no new information at all — it is the upper triangle with every sign flipped. That is why writing the matrix out looks redundant: it <strong>is</strong> redundant, by construction.

Step 3 — split the six by index type. The six independent slots divide naturally into two groups of three. Three of them have one time index and one space index: F01,F02,F03F^{01}, F^{02}, F^{03}. Three have two space indices: F12,F13,F23F^{12}, F^{13}, F^{23}. Why: this split is not arbitrary — it is the only division a Lorentz-invariant object admits, because "time" and "space" are the only two kinds of index there are. And it is <strong>exactly</strong> the split between the electric field (three components) and the magnetic field (three components). The tensor tells you, before you have put a single field into it, that electromagnetism must consist of one three-vector tied to the time direction and one three-vector living purely in space.

Step 4 — check the fit, and check that nothing is left over. Electromagnetism has Ex,Ey,Ez,Bx,By,BzE_x, E_y, E_z, B_x, B_y, B_z: six numbers. The tensor has six slots. Every slot is used and every field has a home. Why: this is the payoff, and it is worth being precise about what it rules out. There is no seventh component we have failed to notice, and no scalar in the trace (Step 1 removed it). When you boost a field, the six numbers are <strong>rearranged among themselves</strong> — they cannot spill into a slot that does not exist. That is the deepest reason E⃗\vec E and B⃗\vec B are one object rather than two: <strong>there is exactly enough room for them, and no room for anything else.</strong> *Verified in verify_aq-sr-electromagnetic-field-tensor.py: the diagonal proved zero from antisymmetry alone; the count (16−4)/2=6(16-4)/2 = 6 carried out on the explicit index set; the six independent slots enumerated and shown to partition into three 0i0i and three ijij; and FμνF^{\mu\nu} built from six arbitrary functions shown to reproduce exactly E⃗\vec E and B⃗\vec B with nothing unassigned.*

Go deeper · Derivation B · 2 minThe F-zero-i sign, derived from scratch in four lines — and why you must never transcribe it
Derivation BThe F-zero-i sign, derived from scratch in four lines — and why you must never transcribe it

Here is the line that the literature, and the AllQFT base article for this very topic, gets wrong more often than any other in relativistic electrodynamics. We derive it. It takes four steps and it depends on exactly one thing: the minus sign that raising a spatial index puts on the gradient.

Step 1 — write down the two ingredients, honestly. In signature (+,−,−,−)(+,-,-,-) with η=diag(+1,−1,−1,−1)\eta = \mathrm{diag}(+1,-1,-1,-1): the four-potential is Aμ=(φ/c, Ax,Ay,Az)A^\mu = (\varphi/c,\ A_x, A_y, A_z), and the raised derivative is   ∂μ=ημν∂ν=(1c∂t, −∇)\;\partial^\mu = \eta^{\mu\nu}\partial_\nu = \big(\tfrac1c\partial_t,\ -\nabla\big). Why: ∂μ=∂/∂xμ\partial_\mu = \partial/\partial x^\mu has a <strong>lower</strong> index by construction, so raising it costs a factor of ηii=−1\eta^{ii} = -1 on each spatial slot. <strong>This single minus sign generates every sign in the field tensor.</strong> It is the only thing you need to remember, and it is not a convention — given the signature, it is forced.

Step 2 — compute F01F^{01} directly. By definition,   F01=∂0A1−∂1A0\;F^{01} = \partial^0 A^1 - \partial^1 A^0. Substitute:   ∂0=1c∂t\;\partial^0 = \tfrac1c\partial_t and A1=AxA^1 = A_x, giving the first term 1c ∂tAx\tfrac1c\,\partial_t A_x. And   ∂1=−∂x\;\partial^1 = -\partial_x with A0=φ/cA^0 = \varphi/c, giving the second term −(−∂x)(φ/c)=+1c ∂xφ-\big(-\partial_x\big)\big(\varphi/c\big) = +\tfrac1c\,\partial_x\varphi. So   F01=1c(∂tAx+∂xφ)\;F^{01} = \tfrac1c\big(\partial_t A_x + \partial_x\varphi\big). Why: every symbol here is fixed by Step 1. There is no freedom left.

Step 3 — recognise what is in the bracket. The electric field in terms of potentials is   E⃗=−∇φ−∂tA⃗\;\vec E = -\nabla\varphi - \partial_t\vec A, so its xx-component is   Ex=−∂xφ−∂tAx\;E_x = -\partial_x\varphi - \partial_t A_x. The bracket in Step 2 is exactly minus that:   ∂tAx+∂xφ=−Ex\;\partial_t A_x + \partial_x\varphi = -E_x. Therefore

  F01  =  − Exc  \boxed{\;F^{01} \;=\; -\,\frac{E_x}{c}\;}

and by the same computation on the other two axes,   F0i=−Ei/c\;\boxed{F^{0i} = -E^i/c}. Why: <strong>the minus is not optional.</strong> It arrived from ∂1=−∂x\partial^1 = -\partial_x in Step 2 and it is now sitting in the answer. Anyone who writes F0i=+Ei/cF^{0i} = +E^i/c in this signature, with this AμA^\mu, has dropped it — and Worked Example 2 shows what that costs.

Step 4 — lower the indices and watch the electric block flip. Fμν=ημαηνβFαβF_{\mu\nu} = \eta_{\mu\alpha}\eta_{\nu\beta}F^{\alpha\beta}. For a 0i0i entry: one factor of η00=+1\eta_{00} = +1 and one of ηii=−1\eta_{ii} = -1, so   F0i=(+1)(−1)F0i=+Ei/c\;F_{0i} = (+1)(-1)F^{0i} = \boxed{+E^i/c}. For an ijij entry: two factors of (−1)(-1), which cancel, so   Fij=Fij=−ϵijkBk\;\boxed{F_{ij} = F^{ij} = -\epsilon^{ijk}B_k} — unchanged. Why: <strong>the electric block flips sign under index lowering and the magnetic block does not</strong>, because they carry different numbers of spatial indices. This is the entire content of the difference between the two matrices in (3), and it is why "the sign of FF's electric entries" is a meaningless question until you say whether the indices are up or down. Half the contradictions in the literature are two authors who are both right, about different objects. *Verified in verify_aq-sr-electromagnetic-field-tensor.py: FμνF^{\mu\nu} built symbolically from an arbitrary Aμ(t,x,y,z)A^\mu(t,x,y,z) with ∂μ=(1c∂t,−∇)\partial^\mu = (\tfrac1c\partial_t, -\nabla); all sixteen entries compared against the matrix in (3); F01=−Ex/cF^{01} = -E_x/c and F01=+Ex/cF_{01} = +E_x/c asserted separately; F12=F12=−BzF^{12} = F_{12} = -B_z asserted; and the whole Fμν=ηFμνηF_{\mu\nu} = \eta F^{\mu\nu} \eta lowering carried out and compared entry-by-entry.*

Go deeper · Derivation C · 2 minUnpack ν = 0 and out falls Gauss's law — with the plus sign, but only if the sign is right
Derivation CUnpack ν = 0 and out falls Gauss's law — with the plus sign, but only if the sign is right

The tensor would be an elegant filing cabinet and nothing more if Maxwell's equations did not come out of it. They do, and the time component is the one that audits your signs: it returns Gauss's law, and it returns it with the correct sign if and only if F0i=−Ei/cF^{0i} = -E^i/c.

Step 1 — write the covariant field equation and set ν=0\nu = 0. The inhomogeneous Maxwell equations are   ∂μFμν=μ0Jν\;\partial_\mu F^{\mu\nu} = \mu_0 J^\nu, with Jν=(cρ, J⃗ )J^\nu = (c\rho,\ \vec J\,). Taking ν=0\nu = 0:   ∂μFμ0=μ0J0=μ0cρ\;\partial_\mu F^{\mu 0} = \mu_0 J^0 = \mu_0 c\rho. Why: ν=0\nu = 0 selects the equation whose source is the <strong>charge</strong> density rather than the current density — so we should expect Gauss's law, and the only question is what sign it comes out with.

Step 2 — expand the sum over μ\mu.   ∂μFμ0=∂0F00+∂iFi0\;\partial_\mu F^{\mu 0} = \partial_0 F^{00} + \partial_i F^{i0}. The first term dies: F00=0F^{00} = 0 by antisymmetry. For the second, antisymmetry gives   Fi0=−F0i=−(−Ei/c)=+Ei/c\;F^{i0} = -F^{0i} = -\big(-E^i/c\big) = +E^i/c. So   ∂μFμ0=∂i(Ei/c)=1c ∇ ⁣⋅ ⁣E⃗\;\partial_\mu F^{\mu 0} = \partial_i\big(E^i/c\big) = \tfrac1c\,\nabla\!\cdot\!\vec E. Why: <strong>note the double negative.</strong> Antisymmetry flips F0iF^{0i} to Fi0F^{i0}, and the sign we derived in Derivation 2 flips it back. The result is a <strong>plus</strong>. And ∂i\partial_i is a <strong>lower</strong>-index derivative — just ∂/∂xi\partial/\partial x^i, with no metric factor — so no further minus creeps in.

Step 3 — equate and clean up.   1c∇ ⁣⋅ ⁣E⃗=μ0cρ\;\tfrac1c\nabla\!\cdot\!\vec E = \mu_0 c\rho, so   ∇ ⁣⋅ ⁣E⃗=μ0c2ρ\;\nabla\!\cdot\!\vec E = \mu_0 c^2 \rho. And since   μ0ε0=1/c2\;\mu_0\varepsilon_0 = 1/c^2, we have μ0c2=1/ε0\mu_0 c^2 = 1/\varepsilon_0 — numerically 1.1294×1011 m F−1\mathbf{1.1294\times10^{11}\ \mathrm{m\,F^{-1}}} — giving

  ∇ ⁣⋅ ⁣E⃗  =  + ρε0  \boxed{\;\nabla\!\cdot\!\vec E \;=\; +\,\frac{\rho}{\varepsilon_0}\;}

Why: <strong>Gauss&#39;s law, with a plus.</strong> Positive charge is a <strong>source</strong> of electric field; field lines point <strong>outward</strong>; like charges <strong>repel</strong>. Every one of those statements lives in that plus sign.

Step 4 — now break it deliberately. Suppose you had transcribed F0i=+Ei/cF^{0i} = +E^i/c from a text that uses a different signature, as the base for this article did. Then Fi0=−Ei/cF^{i0} = -E^i/c, Step 2 returns   −1c∇ ⁣⋅ ⁣E⃗\;-\tfrac1c\nabla\!\cdot\!\vec E, and Step 3 delivers   ∇ ⁣⋅ ⁣E⃗=−ρ/ε0\;\nabla\!\cdot\!\vec E = -\rho/\varepsilon_0. Why: <strong>a positive charge would now be a sink.</strong> Field lines would point inward, and two protons a nanometre apart would <strong>attract</strong> with a force of 2.3071×10−10 N2.3071\times10^{-10}\ \mathrm{N} instead of repelling with it (Worked Example 2). The error does not stay quietly in the notation — it inverts the observable universe. <strong>This is why you derive the sign and never copy it</strong>, and it is why the ν=0\nu = 0 unpacking is worth doing once by hand: it is a free audit of everything upstream. *Verified in verify_aq-sr-electromagnetic-field-tensor.py: ∂μFμ0=1c∇ ⁣⋅ ⁣E⃗\partial_\mu F^{\mu 0} = \tfrac1c\nabla\!\cdot\!\vec E derived symbolically from the potentials, and ∇ ⁣⋅ ⁣E⃗=+ρ/ε0\nabla\!\cdot\!\vec E = +\rho/\varepsilon_0 obtained with the plus; the same computation re-run with the base's F0i=+Ei/cF^{0i} = +E^i/c and shown to yield ∇ ⁣⋅ ⁣E⃗=−ρ/ε0\nabla\!\cdot\!\vec E = -\rho/\varepsilon_0; μ0c2=1/ε0=1.1294×1011\mu_0 c^2 = 1/\varepsilon_0 = 1.1294\times10^{11} checked numerically; and ν=i\nu = i shown to give the Ampère–Maxwell law.*

Figure
THE TWO MATRICES, side by side — and the one rule you need. Raising or lowering an index costs a factor of (−1) for EACH SPATIAL index. The 0i entries carry ONE spatial index, so the ELECTRIC block FLIPS SIGN. The ij entries carry TWO, so the minus signs cancel and the MAGNETIC block is UNCHANGED. That is the whole difference between the two matrices, and it is the source of nearly every sign contradiction in the literature
Lowering an index: the E block flips, the B block does not. F ᵘᵛ (both up) 0−Ex/c−Ey/c−Ez/c +Ex/c 0−Bz+By +Ey/c+Bz 0−Bx +Ez/c−By+Bx 0 η · F · η F ᵤᵥ (both down) 0+Ex/c+Ey/c+Ez/c −Ex/c 0−Bz+By −Ey/c+Bz 0−Bx −Ez/c−By+Bx 0 RED (the E block): ONE spatial index → ONE factor of (−1) → SIGN FLIPS BLUE (the B block): TWO spatial indices → (−1)(−1) = +1 → UNCHANGED

Limiting cases

SituationThe tensorWhat it means
Pure electrostatics (B⃗=0⃗\vec B = \vec 0)only the 0i0i entries survive: F0i=−Ei/cF^{0i} = -E^i/cFμνFμν=−2E2/c2<0F_{\mu\nu}F^{\mu\nu} = -2E^2/c^2 < 0. Electric-dominated in every frame
Pure magnetostatics (E⃗=0⃗\vec E = \vec 0)only the ijij block survivesFμνFμν=+2B2>0F_{\mu\nu}F^{\mu\nu} = +2B^2 > 0. Magnetic-dominated in every frame
A light wave (E=cBE = cB, E⃗⊥B⃗\vec E \perp \vec B)both blocks, exactly balancedFμνFμν=0F_{\mu\nu}F^{\mu\nu} = 0. Null — and no boost can ever remove either field
No field at allFμν=0F^{\mu\nu} = 0zero in one frame ⇒ zero in all frames (a tensor equation)
Boostcomponents rearrange among themselvessix in, six out — the invariant FμνFμνF_{\mu\nu}F^{\mu\nu} does not move

Worked examples

1 · Build the tensor for a real field, and get its invariant two independent ways

A laboratory region contains E⃗=(1.00×108, 0, 0) V m−1\vec E = (1.00\times10^{8},\ 0,\ 0)\ \mathrm{V\,m^{-1}} and B⃗=(2.00, 0, 1.50) T\vec B = (2.00,\ 0,\ 1.50)\ \mathrm{T}. Construct FμνF^{\mu\nu}, lower its indices, and compute the invariant.

Step 1 — convert E⃗\vec E to tensor units. Every electric entry appears as Ei/cE^i/c:   Ex/c=(1.00×108)/(2.9979×108)=0.33356 T\;E_x/c = (1.00\times10^{8})/(2.9979\times10^{8}) = \mathbf{0.33356\ \mathrm{T}}, and Ey/c=Ez/c=0E_y/c = E_z/c = 0. The tensor's natural unit for the electric field is the tesla — which is already a hint that E⃗\vec E and B⃗\vec B are the same kind of thing.

Step 2 — fill the six independent slots. From (2):   F01=−Ex/c=−0.33356\;F^{01} = -E_x/c = \mathbf{-0.33356},   F02=F03=0\;F^{02} = F^{03} = 0. And   F12=−Bz=−1.50\;F^{12} = -B_z = \mathbf{-1.50},   F13=+By=0\;F^{13} = +B_y = \mathbf{0},   F23=−Bx=−2.00\;F^{23} = -B_x = \mathbf{-2.00} (all in tesla). The other ten entries are the diagonal (zero) and the lower triangle (minus these).

Step 3 — lower both indices. Only the electric row and column flip:   F01=+0.33356\;F_{01} = +0.33356, while the magnetic block is untouched —   F12=−1.50\;F_{12} = -1.50,   F23=−2.00\;F_{23} = -2.00, exactly as before.

Step 4 — the invariant, computed two ways. From the formula:   E2/c2=(0.33356)2=0.11127 T2\;E^2/c^2 = (0.33356)^2 = \mathbf{0.11127\ \mathrm{T^2}} and   B2=2.002+1.502=6.25 T2\;B^2 = 2.00^2 + 1.50^2 = \mathbf{6.25\ \mathrm{T^2}}, so

FμνFμν=2(B2−E2c2)=2 (6.25−0.11127)=12.277 T2.F_{\mu\nu}F^{\mu\nu} = 2\left(B^2 - \frac{E^2}{c^2}\right) = 2\,(6.25 - 0.11127) = \mathbf{12.277\ \mathrm{T^2}} .

Independently, contracting the two matrices entry by entry — ∑μνFμνFμν\sum_{\mu\nu} F_{\mu\nu}F^{\mu\nu}, all sixteen terms — returns 12.277 T2\mathbf{12.277\ \mathrm{T^2}} as well. The two routes agree, which is the check that the index-lowering was done correctly.

Step 5 — the boundary number, and what it buys. The invariant is positive, and positive means magnetically dominated: B2>E2/c2B^2 > E^2/c^2. Every inertial observer in the universe, whatever they measure for E⃗\vec E and B⃗\vec B separately, will compute 12.277 T212.277\ \mathrm{T^2} from their own numbers. Here E⃗⋅B⃗=2.00×108 V T m−1≠0\vec E\cdot\vec B = 2.00\times10^{8}\ \mathrm{V\,T\,m^{-1}} \ne 0, so the second invariant does not vanish either — and the full classification (which fields can be boosted to purely magnetic, which to purely electric) needs both. That is derived in The Transformation of Electric and Magnetic Fields.

2 · What the wrong sign costs: two protons that attract

Take a proton at the origin. Evaluate Gauss's law at r=1.00 nmr = 1.00\ \mathrm{nm} using the tensor — first with the correct F0i=−Ei/cF^{0i} = -E^i/c, then with the base's F0i=+Ei/cF^{0i} = +E^i/c — and compare the force on a second proton.

Step 1 — the correct unpacking. From Derivation 3,   ∂μFμ0=1c∇ ⁣⋅ ⁣E⃗=μ0cρ\;\partial_\mu F^{\mu 0} = \tfrac1c\nabla\!\cdot\!\vec E = \mu_0 c\rho, hence   ∇ ⁣⋅ ⁣E⃗=μ0c2ρ=+ρ/ε0\;\nabla\!\cdot\!\vec E = \mu_0 c^2\rho = +\rho/\varepsilon_0, using μ0c2=1/ε0=1.1294×1011 m F−1\mu_0 c^2 = 1/\varepsilon_0 = \mathbf{1.1294\times10^{11}\ \mathrm{m\,F^{-1}}}.

Step 2 — integrate over a sphere. Gauss's theorem gives   ∮E⃗⋅dA⃗=q/ε0=(1.6022×10−19)/(8.8542×10−12)=1.8095×10−8 V m\;\oint\vec E\cdot\mathrm d\vec A = q/\varepsilon_0 = (1.6022\times10^{-19})/(8.8542\times10^{-12}) = \mathbf{1.8095\times10^{-8}\ \mathrm{V\,m}}. On a sphere of radius 1.00 nm1.00\ \mathrm{nm} this means   4πr2E=1.8095×10−8\;4\pi r^2 E = 1.8095\times10^{-8}, so

E=1.8095×10−84π(1.00×10−9)2=1.4400×109 V m−1,pointing outward.E = \frac{1.8095\times10^{-8}}{4\pi(1.00\times10^{-9})^2} = \mathbf{1.4400\times10^{9}\ \mathrm{V\,m^{-1}}}, \quad\text{pointing } \textbf{outward}.

Step 3 — the force on a second proton.   F=eE=(1.6022×10−19)(1.4400×109)=2.3071×10−10 N\;F = eE = (1.6022\times10^{-19})(1.4400\times10^{9}) = \mathbf{2.3071\times10^{-10}\ \mathrm{N}}, directed away from the first proton. Two protons repel. This is not in dispute.

Step 4 — now use the base's sign. With F0i=+Ei/cF^{0i} = +E^i/c, antisymmetry gives Fi0=−Ei/cF^{i0} = -E^i/c, so Step 1 returns   ∂μFμ0=−1c∇ ⁣⋅ ⁣E⃗=μ0cρ\;\partial_\mu F^{\mu 0} = -\tfrac1c\nabla\!\cdot\!\vec E = \mu_0 c\rho, i.e.   ∇ ⁣⋅ ⁣E⃗=−ρ/ε0\;\nabla\!\cdot\!\vec E = -\rho/\varepsilon_0. The flux integral is unchanged in magnitude but reversed in sign: E⃗\vec E points inward, and the second proton is pulled toward the first with the same 2.3071×10−10 N2.3071\times10^{-10}\ \mathrm{N}.

Step 5 — the boundary number, and the lesson. The magnitude is identical; only the direction is wrong. A sign error in F0iF^{0i} does not produce a small error — it produces the exactly-wrong universe, in which like charges attract, atoms do not exist, and every electrostatics problem you have ever solved is inverted. The error is invisible in the magnitude and fatal in the physics, which is precisely why it survives so long in print. Derive the sign. Then audit it against Gauss's law, which costs four lines and catches this immediately.

Going further

Texts. Griffiths, Introduction to Electrodynamics, 4th ed., §12.3.2 · Jackson, Classical Electrodynamics, 3rd ed., §11.9 · Rindler, Introduction to Special Relativity, 2nd ed., ch. 7 · Minkowski, "Die Grundgleichungen für die elektromagnetischen Vorgänge in bewegten Körpern," Nachr. Ges. Wiss. Göttingen (1908).

Provenance. Signature (+,−,−,−)(+,-,-,-); η=diag(+1,−1,−1,−1)\eta = \mathrm{diag}(+1,-1,-1,-1); ∂μ=(1c∂t,−∇)\partial^\mu = (\tfrac1c\partial_t, -\nabla); Aμ=(φ/c,A⃗)A^\mu = (\varphi/c, \vec A); SI units. Every sign in this article is derived, in Derivation 2, from ∂i=−∂i\partial^i = -\partial_i — none is transcribed.

Base defect found and repaired. The AllQFT base article prints F0i=+Ei/cF^{0i} = +E^i/c in two places (its equation card and its "Pure electrostatics" limiting-case card), while printing a matrix in the same article whose first row correctly reads −Ex/c-E_x/c. The article is internally inconsistent. The correct value in this signature is F0i=−Ei/cF^{0i} = -E^i/c, audited against Gauss's law in Derivation 3 and asserted in the verify script. The base's sign is correct in signature (−,+,+,+)(-,+,+,+), which is almost certainly where it was copied from.

Scope. The full set of covariant Maxwell equations belongs to The Covariant Maxwell Equations; the dual tensor F~μν\tilde F^{\mu\nu} and the homogeneous half to The Dual Field Tensor; the boost transformation laws to The Transformation of Electric and Magnetic Fields; both invariants and the field classification to The Electromagnetic Field Invariants.

Is F⁰ⁱ = −Eⁱ/c or +Eⁱ/c? I have seen both.

Both are printed, and both are correct — in different signatures. In (+,−,−,−)(+,-,-,-) with Aμ=(φ/c,A⃗)A^\mu = (\varphi/c, \vec A) and Fμν=∂μAν−∂νAμF^{\mu\nu} = \partial^\mu A^\nu - \partial^\nu A^\mu, the raised gradient is ∂μ=(1c∂t,−∇)\partial^\mu = (\tfrac1c\partial_t, -\nabla) and the answer is F0i=−Ei/cF^{0i} = -E^i/c. In (−,+,+,+)(-,+,+,+) the raised gradient is (−1c∂t,+∇)(-\tfrac1c\partial_t, +\nabla) and the answer is F0i=+Ei/cF^{0i} = +E^i/c. The error is not in either book; it is in copying a line from one book into the other's conventions. Derive it in four lines (Derivation 2), then audit against Gauss's law (Derivation 3).

Why is the electric field divided by c in the tensor?

Because the tensor's slots must all carry the same units, and in SI E⃗\vec E and B⃗\vec B do not: E⃗\vec E is in volts per metre, B⃗\vec B in tesla, and 1 T=1 V s m−21\ \mathrm{T} = 1\ \mathrm{V\,s\,m^{-2}}. Dividing E⃗\vec E by cc converts it to tesla — for the field in Worked Example 1, Ex/c=0.33356 TE_x/c = 0.33356\ \mathrm{T} against Bz=1.50 TB_z = 1.50\ \mathrm{T}, directly comparable. This is the SI system announcing, through its units, that E⃗\vec E and B⃗\vec B are the same kind of quantity. In Gaussian units the cc disappears entirely and the two have identical dimensions.

Is Fᵘᵛ gauge-invariant?

Yes, exactly and identically. Replace Aμ→Aμ+∂μχA^\mu \to A^\mu + \partial^\mu\chi for any smooth χ\chi and the extra term is ∂μ∂νχ−∂ν∂μχ\partial^\mu\partial^\nu\chi - \partial^\nu\partial^\mu\chi, which vanishes because partial derivatives commute. Not an approximation, and it does not depend on χ\chi being small: a curl cannot see a gradient. It is also why FμνF^{\mu\nu}, rather than AμA^\mu, is the object appearing in every measurable quantity — forces, energies, the stress–energy tensor, both invariants.

Does a boost turn an electric field into a magnetic one?

Not in the way the phrase suggests. A boost does not convert one field into another; it re-expresses one unchanged tensor in a new basis, and the six components get redistributed among the same six slots. The analogy is a stick on a table: rotate your head and its xx- and yy-components change, but you have not converted length-along-xx into length-along-yy — you have re-described one object. That is also why the field cannot spill into a seventh slot: antisymmetry says there isn't one. What cannot change is FμνFμνF_{\mu\nu}F^{\mu\nu}, which every observer computes to the same number.

Why does the ν = 0 component of ∂ᵤFᵘᵛ = μ₀Jᵛ give Gauss's law and not something else?

Because ν=0\nu = 0 selects the equation whose source is J0=cρJ^0 = c\rho — the charge density rather than the current density. Expanding, ∂μFμ0=∂0F00+∂iFi0\partial_\mu F^{\mu 0} = \partial_0 F^{00} + \partial_i F^{i0}; the first term dies by antisymmetry (F00=0F^{00} = 0), and the second is ∂i(Ei/c)=1c∇ ⁣⋅ ⁣E⃗\partial_i(E^i/c) = \tfrac1c\nabla\!\cdot\!\vec E. Setting that equal to μ0cρ\mu_0 c\rho and using μ0c2=1/ε0\mu_0 c^2 = 1/\varepsilon_0 gives ∇ ⁣⋅ ⁣E⃗=ρ/ε0\nabla\!\cdot\!\vec E = \rho/\varepsilon_0. The three spatial components give Ampère–Maxwell. One tensor equation, both inhomogeneous Maxwell equations.

What does the invariant F_{μν}Fᵘᵛ actually tell you?

It is the first frame-independent fact you can state about a field, and it sorts fields into three classes. FμνFμν=2(B2−E2/c2)F_{\mu\nu}F^{\mu\nu} = 2(B^2 - E^2/c^2): positive means magnetically dominated (B>E/cB > E/c), negative electrically dominated, and zero means the two are exactly balanced — which is what a light wave in vacuum does, where E=cBE = cB always. No boost can change the sign, because no boost can change the number. Worked Example 1 gets +12.277 T2+12.277\ \mathrm{T^2} for a real lab field. What that classification buys is derived in The Transformation of Electric and Magnetic Fields, and needs the second invariant too.

Before this

Where this leads