Show that if the eigenvalues of \(\mathbf{A}\) are \(\lambda_{1}, \lambda_{2}, \ldots, \lambda_{n}\), then the eigenvalues of \(\mathbf{A}-\alpha \mathbf{I}\) are \(\lambda_{1}-\alpha, \lambda_{2}-\alpha, \ldots, \lambda_{n}-\alpha\).