It is like this. History repeats. This will also like the End of Season 3. PJ will kill some one after identifying him as the red john. Only in the first few episodes of Season 7, it will be revealed that it was not actually Red John, but someone else. This cycle will keep repeating until The Mentalist ends. So don't waste your time to figure out RJ.