If you are not behind gate 2 or 3, you are not in the right spot. Behind gate 3 all you need is sneak, but behind gate 2 you will need sneak/invisi (only real part for sneak is for tainted flesh).
There are sites with map of spawns, sorry too lazy to getcha a link, check out Mystery Tour of Somepage for em.