Hi K. Frank, many thanks for your reply and it makes sense.
But what concerns me is that, that eigenvalue which is different, one is a +ve value and the other is a -ve value. This affects an algorithm that I am working on which groups the corresponding eigenvectors based on the +ve or -ve eigenvalues.