I know I can check if they are correct using
But how can I tell if Eigenvectors are cross row or cross column?
I don't exactly know what you mean by "cross row" or "cross column". The eigenvalue problem is defined by the equation you have related. In that equation, is a column vector. If you were to try to formulate an eigenvalue problem using row vectors, it would look like this:
Is this what you meant?