Sounds like it crashed without saving and went back in time a bit to before you died.

Since your character is client side, your pc still saved your character’s empty inventory.
The items are completely gone rn but I think in this scenario nobody would blame you if you spawned the items back in on a singleplayer world with that same character, then reconnected to the server.