Brian has eloped to join a werewolf pack because he was having Great Angst over being around MCR as a werewolf (what if he accidentally bites someone? What if somebody sees him? WOE), and all the band has to do is go on a quest to find him and persuade him that the love him regardless and he will come right back. This is what I choose to believe, anyway.
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