Does the sin-theta theorem imply a **componentwise** nonasymptotic bound for eigenvectors? Assume, for the purpose of this question, that the eigenvalues concerned are simple.

If this is trivial, I apologize in advance. I have just landed on eigenspace perturbation planet.