I'm guessing it has nothing to do with the rooms and more to do with you. You're probably either warmer or colder because of the environment or because of the tasks you're performing, and it affects the temperature or moisture of your fingers.
If you walk right into that room or any other room and attempt to unlock your device, there is most likely no difference.