Try waiting a week or so and retry him. If you offer him food every day or two it is going to reinforce what he's already doing. He may not have settled in to his new home yet.

Can you explain his setup? What type of cage? what are his temps and humidity? Substrate? It really helps to explain your setup in it's entirety.