Let on the Lie algebra itself. The Jacobi identity says, for every ,
Therefore , proving that the displayed structure-constant matrices form the Adjoint representation of a Lie algebra.
The bilinear form is the Killing form. It is symmetric by cyclicity of trace. Its invariance follows by expanding the two commutators:
In components this is precisely
Equivalently, the adjoint action preserves the bilinear form, so it is an invariant tensor.
The invariant abelian subalgebra is an abelian ideal of a Lie algebra . Assume it is nonzero, as required for the conclusion. For and , the map sends into , because it is an ideal. It vanishes on , because preserves the ideal and kills it. Relative to and a vector-space complement, this map has zero diagonal blocks, so its trace is zero. Thus
This proves that abelian ideals lie in the radical of the Killing form. Choose a nonzero in the ideal. Then for every , so the coordinate vector is a nonzero null eigenvector of the Killing matrix. The nonzero-ideal qualification cannot be dropped: the zero ideal is abelian even in a semisimple algebra with nondegenerate Killing form.
Now suppose is invertible and let in any Lie algebra representation. In matrix notation invariance is , where . Multiplying by the inverse form gives . Hence
No commutativity of the representation matrices has been assumed. This proves the centrality of the quadratic Casimir operator formed with the inverse Killing form. Schur lemma makes it a scalar on every finite-dimensional complex irreducible representation.
For SU(2), make the normalization explicit. In a Hermitian angular-momentum basis with , the structure-constant matrices obey
Thus . In the compact anti-Hermitian basis , the brackets have real structure constants and the Killing form of the SU(2) Lie algebra is instead ; the inverse contraction gives the same . This sign change is a basis convention, not a different spectrum.
In the complex highest-weight basis used earlier, the same Killing form and its inverse are
Consequently
On a highest vector of weight , the ladder calculation gives and . Its Casimir eigenvalue is therefore
Centrality gives the same value throughout the irreducible multiplet. This is the Killing-normalized SU(2) quadratic Casimir; the familiar angular-momentum operator has eigenvalue and is twice this inverse-Killing-form contraction.