Armor on multiplayer

When playing on local multiplayer, i made some armor and put it on. Then i disconnected from it and logged back in. The armor was there for any person who saw me. But for myself, i couldn't take it off or even see it in my armor inventory. When people hit me though, i could definitly tell i had armor on because I took much less damage.