As others have said, he might still be stressed from the new environment. Give him another week and then try again. No handling except for cleaning until he eats. As Robin said, sounds like defensive striking.

As for the mouse, you can see if the pet shop will take it back. Otherwise get a little critter keeper and give it some cat food and some water. Then try again next week.