Following a greatest hits compilation in the late 90s the Human League signed to the Papillon label. The line-up of Philip Oakey, Susan Sulley and Joanne Catherall recorded the "Secrets" album, with keyboard player Neil Sutton, who co-wrote most of the songs with Oakey, and programmer David Beevers providing the trademark Human League sound. The album's release in 2001 was preceded by the single "All I Ever Wanted", but both the single and album lost promotion and sales when Papillon ran into financial difficulties and was closed shortly after the album's release. This 2LP edition features the original album over the first three sides, while the newly-added fourth side features a non-album B-side, along with one rare remix each of "All I Ever Wanted", "You'll Be Sorry" and "Love Me Madly?". Housed in a gatefold sleeve, the inner sleeves features all the lyrics.