How long have you let it sit undisturbed? Sometimes it can take a while for things to settle down...especially if you keep opening the cage/tub or otherwise messing around with it.

Also...what kind of UTH are you using? It's possible that the problem isn't with your t-stat. A cheap UTH may not be heating reliably.