Sounds like a little " stress incontinence". Next time you take him off the bed, instead of just going and picking him up, sit with him a minute, pat him, talk gently to him and then slowly pick him up to take him off. He might be a little excited about getting picked up and that is why he pees. It may take a few times of this for it to work. Good luck!