Queen Book Share definition Flag An awful joke, usually followed by an awkward silence. The original 'Queen Book' joke was so horrific it started a trend. "Shut up Ross you read Queen Books" as in gay magazines? Dafuq? Queen Book by Queen Book September 3, 2013 0 0 Get merch Get the Queen Book mug. Buy Now — $32.95 See more merch