The video was shot in July 1991; Mellencamp and Irwin did not see each other again until January 1992 when the Whenever We Wanted Tour pulled into New York City. They become a couple a short time later and were married in September 1992.
The woman featured on the cover with Mellencamp is Elaine Irwin. The cover photo was taken during the shoot for the video for the hit single "Get a Leg Up."