Have you told her yet? I think you should, no matter how scary it is; even if she turns you down you can be proud of yourself for having the courage to tell her in the first place, and you'll be doing a good thing for her by boosting her self-esteem.

Better to be rejected than always wondering; even a chance that something nice can happen is worth a shot every time, that's what I think anyway.