Like Sherlock plays the violin when he's thinking, Jim plays piano. He never exactly learned how to, but something about tapping at the keys helps him think.
It can also signal what sort of mood he's in. Lower notes means he's in a rather bad mood, higher pitched ones mean a good mood. In the middle of the two doesn't really signal anything, so just be careful.
