Repeat this with random matrices of your choosing. Note that symmetric matrices, whether positive de nite or note (i.e., whether or not they have nonnegative eigenvalues) will always have eigenvectors that are perpendicular (orthogonal) to each other. Constantine Caramanis, Sujay Sanghavi