Sunday Love is Dobson's sophomore album which has been pushed back several times over the past year, is now on hold, due to the fact that Dobson was dropped from Island Records. A "Sunday Love" promo CD went for sale on eBay. It sold for over $1,000. Sunday Love will not be released due to Dobson being unable to obtain rights to the album. The album was reviewed in both Spin and Vibe Magazine. It received 4/5 from Vibe who loved the new sarcastic rocker approach Fefe adopted for this album. Unfortunately, her label didn't like the image switch and they made her re-record songs on Sunday Love before dropping her days before Sunday Love was due to be released.
During the recording process, early in the studio, she collaborated with many of the music industry's legends such as Nina Gordon, Kay Hanley, Cyndi Lauper, Joan Jett, and Tim Armstrong. In February 2006 Dobson sang "O Canada" at All-Star Saturday Night, part of the 2006 NBA All-Star Weekend weekend in Houston, TX. In spring 2006 Dobson performed several shows around the United States, and began promoting her new album.