See, I thought that might be the issue, but the little spanner-wrench/screwdriver holes on the lens are facing the diode right now, which I assume is the correct way, as you wouldn't be able to reach them with a spanner-wrench if it were turned the other way.
I'll try it, though.
EDIT: Nope...