Here's how it works:
* Stationary means "not moving" or "fixed in place."
* Station is a place where something is located or a place where people work or gather.
The "-ary" suffix in "stationary" means "relating to" or "characterized by." So, "stationary" means "relating to a station" or "characterized by being fixed in place."