 As with the lead single, "All Those Years Ago", Harrison completed the song after Warner Bros. Records had rejected his initial submission of "Somewhere in England" in September 1980.In response to Warner's concerns, he wrote "Teardrops" as an attempt at a commercially oriented song.Harrison recorded the song at his Friar Park studio in England with Ray Cooper as his co-producer.