Heavy armor looks different from Norn/Human.
Actually it is a bug, The shoulders became messed up some time ago and dozens of threads popped up as a result. It was mostly likely a tweak on the skeletons or something that caused it. Anet did not want to revert the change that caused it, for whatever reason.