I've noticed that sometimes it hurts like hell, sometimes it doesn't hurt. It's really a crap shoot.
bottom line, it has everything to do with location, tension of the muscle, whether you're getting into the belly or just the fascia, proximity to a nerve, hitting a vein etc etc.