The vectors in the vector space are eigenvectors for the matrix corresponding to the eigenvalues (not necessarily distinct).

If these vectors are linearly independent and is distinct from all of the other 's, prove that is linearly independent for any eigenvector corresponding to .

(Hint: if not, we have for some constants and can easily be written in two ways.)

Please show your work.