Yes, it's completely normal. He's just stressed out from all the new smells and new environment. Give him at least a week without handling him. Just give him fresh water and clean his cage if needed. I also, would not try to feed him until that week is over too. He could refuse if you try too soon due to stress. Did you take any pictures before you put him in his new home? We love pictures!