Prove power method is not guaranteed to converge on non-diagonalizable matrix

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I see papers like this one (https://www.cs.huji.ac.il/w~csip/tirgul2.pdf) claim that the Power Method for calculating dominant eigenvalue/eigenvector is NOT guaranteed to converge if the matrix is non-diagonalizable.

I'm stuck on how to prove this. Any help would be appreciated.