How is it possible that I sometimes gain weight without eating or drinking anything at all?

It is not possible to gain weight without ingestion. Starvation causes the body to go into protective mode, as a result of which it burns energy at a slower rate and maximizes on the conversion of all food into fat. Your body compensates for the reduction in food or drink.