Atlantic Records initially placed a sticker on the CD version that read "Two bonus tracks" which Collins disagreed with and clarified that they were "extra" songs. The sticker was changed accordingly. The album was a departure from the dance pop of the
No Jacket Required album. Unlike
No Jacket Required, this album was a pop-rock album, but also included various styles and influences, like R&B, dance-pop, jazz, soul and gospel. "
Hang in Long Enough" is the opening track on the album. It is a dance-pop song, with influenced soul and rock, and talks about ambition. "
That's Just the Way It Is" is an anti-war ballad about
The Troubles in Northern Ireland and features
David Crosby on backing vocals. Collins had wanted Crosby to perform on his first solo album
Face Value (1981), but he was unavailable at the time. The two met at the
Atlantic Records 40th Anniversary concert in 1988, and Crosby was keen to participate on the album. When recording moved to Los Angeles, Collins prepared several mixes of the songs that he wanted Crosby to sing on and recalled that Crosby "did exactly what I expected him to do [...] He just picked a few notes out of the air that I would never have thought of". It features
Eric Clapton on lead guitar. "
Another Day in Paradise" addresses the issue of
homelessness. Its working title was "Homeless". Among the inspirational sources for the song was Collins's stay in Washington, D.C., while on tour and encountered homeless people by
Capitol Hill trying to keep warm and the contradiction of the
White House being so close by. "Heat on the Street" is a political song about the abuse and violence in the street. The song has a pop-rock oriented sound. Collins wrote in his autobiography
Not Dead Yet that "All of My Life" is about his relationship with his late father and his regrets to not have more connection with him during his life. The song is a ballad influenced by R&B and jazz.
Steve Winwood plays
Hammond organ on the song. The album also features a sole instrumental track, "Saturday Night and Sunday Morning", which recalls the jazz-influenced instrumentals featured on his first two albums,
Face Value and
Hello, I Must Be Going. "Father to Son" is a ballad about Collins's relationship with his eldest son,
Simon. The closing track, "Find a Way to My Heart", is a simple rock-sounding love song, though with a heavy horn section and a synthesized intro and coda. It was later used in the 1990 action film
Fire Birds.
Additional material Collins recorded three other songs that were released as B-sides to the album's singles: • "That's How I Feel" • "You've Been in Love (That Little Bit Too Long)" • "Around the World in 80 Presets" ==Singles==