The name came from a song by a Canadian band called SHiVER and the song was "I'm Sorry." One of the lyrics was "Did you think you could shake hands with the devil and get him to behave?" and I wrote a tiny story about (what else?) shaking hands with the devil. It is included in the zip file that comes with the font.
Devil's Handshake font download, Devil's Handshake font.