I still enjoy Disco and listen to it regularly. That said, like many genres, there's "good" Disco and "bad" Disco.
Disco is all about rhythm and groove, generally accompanied by a rising crescendo going into the chorus. At least for me, there's a serotonin surge-like feeling with the music...