Make sure the mouse is warmed up to give the impression of having body heat, if he doesnt accept the food right away set it down next to him and turn off the lights for a few hours(make sure you secure his cage so he doesnt get out) chances are he will eat it then if he was shy to eat in front of you. If he still doesnt go for it do what Jennifer said and leave him be for a week or two than try again.