Eigenvectors are those vectors that are only stretched, with no rotation or shear. The corresponding eigenvalue is the factor by which an eigenvector is stretched or squished. If the eigenvalue is negative, the eigenvector's direction is reversed.[1]
https://en.m.wikipedia.org/wiki/Eigenvalues_and_eigenvectors
HEIGHT 400
Wikipedia 