If g is a linear form on the C-module Mn(C) such that g(XY)=g(YX) for all matrices X,Y in Mn(C), there exists one and only one scalar c∈C such that g(X)=c⋅Tr(X) for every matrix X∈Mn(C).
Since the proposition is trivial for n=1, attention may be confined to the case where n⩾2. Taking X=Eij,Y=Ejk with i=k, we obtain g(Eik)=0; then taking X=Eij,Y=Eji with i=j, we find g(Eii)=g(Ejj); the proposition follows immediately since the Eij form a basis of Mn(C).
Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.