Exercise 17

Suppose that $t\colon V\to V$ and $T={\rm Rep}_{B,B}(t)$. Prove that the eigenvectors of $T$ associated with $\lambda$ are the non-$\vec{0}$ vectors in the kernel of the map represented (with respect to the same bases) by $T-\lambda I$.