Question: what does it mean when someone rubs the palm of your hand with their finger?
Answer: The reason that he rubbed your hand with his finger could be that he wants to be more intimate with you. If that is the case it would be likely that he was showing numerous overt signs of attraction. It would also be more likely if it was a guy that you have been dating for a while.