Spectrum of the Cayley Graph

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From wikipedia:

"Every group character $\chi$ of the group $G$ induces an eigenvector of the adjacency matrix of $\mathcal{C}(G,S)$. The associated eigenvalue is $\sum_{s \in S} \chi (s)$."

It seems false to me. Is it not true only for abelian G?