Question: eigenspaces are not-empty null spaces?
Answer: Not exactly. The set of eigenvectors of an eigenvalue associated with matrix , together with the zero vector, form a vector space called the eigenspace of . The eigenspace of can be alternatively defined as being the nullspace of the matrix , that is, the set of vectors that satisfy the equation .