Despite literally storming into Bruce’s apartment to kill Harvey… the Joker would never try to kill Harvey while I’m alive, so I must fake my own death.
The plot of this film was written as a series of free association exercises. It stops making sense if you look back at what happened more than 2 scenes ago.