This is my first year staying in a hut (basically a big insulated shed with power, 3 windows four twin size beds and 4 lockers) and was very surprised on how nice they are. Do need to bring bedding and a pillow.
Would suggest (seeing other people's set ups) bring small fridge, small card type table and maybe a microwave I guess. Some people have coolers and small propane grills.