There seems to be a major bug that deletes clothing items. I keep having socks and underwear just disappear from my wardrobe, and forcing me to re-buy them.
If you have Exhibitionist, this is intentional. If not, you may have triggered an event where an npc stole the clothes. If neither of those, THEN it's a bug.
