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Because the original vector is not pointing in the same direction as the final vector (it is at an angle of 60 degrees to it). If you do a 360 degree rotation you get back to where you started. So any number of successive full rotations will have eigenvectors, each with eigenvalue 1. If you do a 180 degree rotation, the resulting vector will be pointing in the opposite direction, and will have eigenvalue -1.


Because the original vector is not pointing in the same direction as the final vector (it is at an angle of 60 degrees to it).

Mmm, no, the axis around which I rotated the coin didn't change at all, by definition.


You are doing a rotation in 3 dimensions. Surely the original example meant two dimensions. In 3 dimensions, the axis of rotation is indeed an eigenvector.




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