After the success of their first hit "Neverending Love", which was written by Gessle, they quickly recorded Pearls of Passion using material which was originally intended for Per's third solo album.
Setelah suksesnya hit pertama mereka "Neverending Love", yang ditulis oleh Gessle, mereka dengan cepat merekam Pearls of Passion menggunakan materi yang awalnya diharapkan untuk album solo Per yang ketiga.