I initially had trouble with humidity as well.
Before I switched from a heat bulb to a UTH, I noticed that the fake plants I put in for clutter helped a lot with holding the moisture after I misted with a spray bottle. Got me an extra 10% at least (compared to pre-cluttering), though I still had to mist the next day to keep it there.