Bookshame Share definition Flag (n), the guilt you feel when someone on Facebook finds out you unfriended them. Mary Beth felt great Bookshame when Mark found out she had unfriended him on Facebook. Bookshame by MichiganJ August 17, 2010 0 0 Get merch Get the Bookshame mug. Buy Now — $32.95 See more merch