The Book of Love was written by Stephin Merritt, the lead singer and primary songwriter of The Magnetic Fields. The song is part of the 69 Love Songs album, released in 1999, which, as the title suggests, is a collection of 69 songs about love in its various forms and nuances. The project initially emerged as a reflection on pop culture and the many ways that love is represented in music.