Eigenvectors

the directions a matrix only stretches

Plate XVI
Matrix—
det / tr—
Eigenvalues—

Watch a transform bend the grid and turn the unit circle into an ellipse. An eigenvector is a direction that survives unrotated — only scaled by its eigenvalue. eigen — German for “own”, “characteristic”