If you cannot remove it, you can file a ticket and have it removed.

Hey guys, if you still have non-wardrobe items in your wardrobe, please file a ticket so a staff member can remove it for you. If you find any other non-wearables in the wardrobe, please post on bug's thread. He should have fixed this issue, but if you see anything else please post there and let him know.