I'd base it on how it sounds - whichever sounds better. There's no hard/fast rule that dictates if it should up or down when playing.
Ok guys
My question is this, nothing major, more of a curiosity. When playing an album does it make a difference if you leave the dust cover up or down? Probably stupid question but hey there are lots of opinions out there