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Notice the columns are orthonormal. We multiply every point on the above ellipse by 𝑄 and plot the transformed points like so: Notice how the eigenvectors are along the principal axes of the ellipse. We can say the direction of stretching occurs along the eigenvectors of the matrix which are the