Control Theory, Linear System.
any state with a non-zero y co-ordinate is not reachable from the origin if B is along the x axis, which is an eigenvector. If we have multiple columns parallel to different eigenvectors, the corresponding control input is ineffective along any direction orthogonal to its corresponding eigenvector.