The front cover image on the album is a negative of Clarence Thomas, his wife, and George Bush at Thomas' swearing in ceremony for the Supreme Court on October 19, 1991, with the title and artist written in a typewriter style font. The rear sleeve features hand-written titles and label information over the top of a photograph of a topless woman. Both front and rear artwork are pasted onto a plain black sleeve. The title refers to the convicted felon William R. Horton who was used extensively for political advertisements during the 1988 presidential campaign.