The album 'I Don't Want to Be Hurt Anymore' was released in 1964 by Capitol Records, being the last studio album by Nat King Cole published during his lifetime, as he passed away in February 1965. The record reflects a melancholic and mature tone, with orchestral arrangements conducted by Ralph Carmichael.
Production was handled by Lee Gillette, a longtime collaborator of Cole, and the recording sessions took place at Capitol Studios in Hollywood during 1964. The album includes a mix of romantic ballads and heartbreak songs, notably the title track composed by Don Gibson.
Although it did not achieve the commercial success of earlier works, the album is praised by critics as a showcase of Cole's emotional depth in his final years. The cover art depicts the singer with a serious expression, matching the album's mood.