Kelli was just like that! She'd shake and hide at the sound of thunder. One morning, really early, we had some bad storms move through and she was all the way on the pillow by my head, shaking so bad.
We haven't had storms yet with Izzy, but we DID discover yesterday she's petrified of the vacuum cleaner.