"Night Is Fallin' in My Heart", originally recorded by J. P. Pennington in 1991. Next were the Top 20 hits "Bubba Hyde" and "Finish What We Started". Because the band had taken a longer period of time to choose songs for Love a Little Stronger, they considered it a superior album to its predecessor; Mansfield shared a similar opinion in his review of the album, stating that "Spurred by the relatively lackluster performance of Close to the Edge ... Diamond Rio explored the musical possibilities of its talents rather than digging for easy commercial success." Bob Cannon of New Country was more mixed, saying that "the production on Love a Little Stronger is so sparkling clean it could've been recorded in an operating room." This album also earned the band its second platinum certification. 1996–1999: IV, Greatest Hits, and Unbelievable IV, Diamond Rio's fourth album, was released in 1996. It was the "first country release recorded entirely on a digital console"; specifically, a Fairlight console which recorded the album directly to a hard drive. Produced by DuBois, Clute, and the band itself, it was also their first album not to have Powell as a co-producer. According to DuBois, Powell left this role on good terms, as he "saw a need to go in a certain direction, and the guys saw a need to go in a different direction." Roe thought that the album benefited from a new label policy that allowed label personnel to respond more quickly to pitches from songwriters. He recalled to Billboard that the label's head of artists and repertoire (A&R) recommended the lead single "Walkin' Away" while co-writer Craig Wiseman (who co-wrote "Bubba Hyde") was still recording its demo, and the band was able to record the song in the same day that the demo was completed. "Walkin' Away" peaked at No. 2 on the country charts in early 1996. Three more singles were released from the album: the top 10 hits "That's What I Get for Lovin' You" and "Holdin'" (also written by Wiseman), with the top 20 "It's All in Your Head", co-written by Van Stephenson, in between. The music video for "It's All in Your Head" featured Martin Sheen and Ramon Estevez, the former playing the part of a snake handling preacher. A year after IV, Diamond Rio released its first Greatest Hits package, which included eleven of the singles from their first