# True or False

No, it's false. For example, the identity matrix $\begin{bmatrix}1 & 0 \\ 0 & 1\end{bmatrix}$ has 1 as its only eigenvalue. Both [1 0] and [0 1] are eigenvectors corresponding to eigenvalue 1 and are independent.