The thing or person that inspires you to go to the gym when you don't particularly feel like going but know you should.
Typical gymspiration for women - not wanting to look fat like xyz or say, wanting a body like the latest Britney Spears or Lady Gaga video.
Gerard Butler might be gymspiration for guys, to go to the gym rather than the pub.