Bassist Dale Stewart credited Morgan for naming the album. Stewart explained, "it’s a title that Shaun came up with one day and it immediately just stuck. I think for all of us, it was a timely and appropriate word to describe the last year that we’ve had, you know with writing an album and some other stuff that has happened around us. [...] The music was always the one positive thing that came out of this string of bad things and it really just kind of kept us going." In a shift from previous albums, the band sought to emphasise
melody while complimenting it with their traditional
post-grunge sound. Morgan told
Reuters, "We wanted to write and explore the more melodic and musical side of everything... We can be heavy and rock out, but we can also write songs that can compete with any other song out there. That was a really big motivation." Additionally, he described
Finding Beauty in Negative Spaces as "an album of extremes."
Ultimate Guitar noticed there was less
grunge-influence on the album and more "stadium-ready
hard rock." The track "Like Suicide" drew disapproval from
Wind-up Records, who wanted to exclude the song from the album. "The band wanted 'Like Suicide' on the album, and the label didn't," Morgan told
LiveDaily. "We said, 'Fine. We'll make it indispensable to the album.' We started filming it and putting it on
YouTube and putting it on MySpace. We went through the whole phase of writing it and rehearsing it to recording the drums, bass, guitar solos and vocals.[...] Then, after we finished recording it, they said, 'Oh, you're so right.'" "Fallen" is about Morgan's experience in a relationship with a
model and being unwillingly exposed to model culture as a result. "Rise Above This" was written for Shaun's brother, Eugene Welgemoed, prior to the latter's
suicide on 13 August 2007. According to Morgan, the song was written about an earlier suicide attempt by Eugene and was intended to bring him out of a depression. For the album's third single, "Breakdown", Morgan stated that his relationship with Lee was "a very big part of the inspiration for that song." He further described the song as being "about not allowing yourself to be beaten down by what people say about you and kind of believing in yourself, and ultimately knowing that you’ll be better for it." The band's cover of "Careless Whisper" was reportedly borne out of a joke response to Wind-up's request that the band record a
Valentine's Day song for
iTunes. "None of us are big fans of Valentine's Day," Morgan elaborated, "so we decided to take the piss out of it, and we went with a love song... It's such an over-the-top dramatic song that we had to cover it. It's something we just did as a joke, and we did it for fun, and it became a single." ==Commercial performance==