Question: what does it mean when a guy rubs his chin while looking at you?
Answer: If a guy rubs his chin while looking at you it would often signal that he is attracted to you and you should look for other signs of attraction to confirm that. It might also be that he didn't want to see you in which case it would be likely that he would have shown distancing body language signals.