奥 indicates the deep interior or back of a space, opposite to the entrance (手前). It's used for buildings (部屋の奥 - back of the room), natural spaces (山の奥 - deep in the mountains), and even abstract concepts (心の奥 - depths of one's heart). 奥さん (okusan) is also a polite term for someone else's wife.