Booker has always been jealous if what Joe and Nicky have, and it's bred a twist of obsession in him. He gets the opportunity to take Joe away from it all, keeps him disoriented and barely sober, and spends weeks/months/years fucking him, convincing him he belongs to Booker, and only Booker.