Wouldn't get too annoyed or discouraged. When they get bigger they can go a lot longer than 2 weeks without food. As long as the weight is stable it's not usually something to worry about and they'll start eating when they feel like it.
Do you close the tub when you put the mouse in? Or leave it open and watch?