Tremors of the hand are not, I don't believe uncommon in fibromyalgia. I'm not sure about 'body' tremors. You might want to check out one fibromyalgia patients experience with them here and some more here.
Many things can cause tremors including thyroid problems, metabolic issues, chemical imbalances, neurological issues. Be sure to have a full neurological examination done...Good luck in your search.