Hi Abbie,
I don't know enough about your Fitbit to diagnose the problem you're seeing, but I can be fairly confident that it's not a screen problem; the behavior you're describing isn't consistent with either a bad touch screen or a bad display.
I'd lean toward it being a battery issue myself, but you'll probably want someone with a bit more intimate knowledge to check in with first.