For the positive integer in the nilpotence condition, diagonalize . Then
Every diagonal entry must vanish, so each . Consequently and . This proves that a diagonalizable nilpotent matrix is zero.
Without diagonalizability a counterexample is
Its only eigenvalue is zero but its kernel has dimension one, so it cannot have a basis of eigenvectors. It is the simplest nontrivial nilpotent Jordan block.
Write with a diagonal matrix. Then , so each diagonal entry satisfies and therefore . Hence and . Conversely the zero matrix is diagonalizable and nilpotent. This proves the existing result that a diagonalizable nilpotent matrix is zero; nilpotence alone does not imply a zero matrix, because nonzero nilpotent Jordan blocks exist.