There are plenty of examples of shallow closets in older homes/apartments that were once workers' quarters. I lived in a triple-decker in Somerville, MA that had a bedroom closet that was only deep enough for hooks on the back wall to hold the limited clothing of the occupants. The only way I could use a rod for hangers was to remove the closet door.

Simone's hangers would have been perfect.