It sounds like there is something crosswired.

It also sounds like someone set the switches up to all have power coming into them but then to only switch one leg. Cars do switches like this, where an entire circuit is powered and the switch only changes one connection.

Either way, sounds wrong and dangerous for house wiring. Call an electrician. Could be someone did some goofy wiring and spliced a hot to neutral in the ceiling.