The cover of the book 'Great American Ghost Stories: Celling Tales at Poltergeist, Haunted Houses and Other Oddities' features a haunting image of a house with a ghostly figure standing in front of it. The sky is dark with lightning bolts striking down, and the overall color scheme is dark and ominous.