Sounds like temp to me,my humidity would rise if I pulled in outside air.When I had a smaller room I use wet towels.Hey! I just thought of something I seen somewhere.
Take a bucket put a fan in lid,stick 3 short pieces of pvc in bucket pointing out,put a
gallon jug of ice in bucket,turn fan on it will cool down and humidity will rise. I haven't tried it yet,but it looked good,sorry can't remember where I saw it,probably on this site.
Good Luck!