Those We Leave Behind

I Am Ghost parted ways with their band members, Brian Telestai (bass, keys, vocals) and his wife Kerith Telestai (violin, vocals) parted ways with I Am Ghost after health problems arose for Kerith on their national tour with The Chariot. Kerith said goodbye during a show at warped tour, while Brian left after the West Coast Revival tour with Aiden. After the two members left, Ron Ficarro joined filling in for bass, and no replacement was made for Kerith Telestai.

Lead singer Steve Juliano discussed the new direction of the album:

We went through a spiritual journey these past six months. Call it a band cliché, but it doesn't really bother me to say that. I sat in my room with these songs and really just let everything out. It was a cleansing of all the bad thoughts and ideals that had stuck in my head for almost three years. The past will always haunt you, and I know this. For awhile [sic] I was a very angry pissed off guy who hated a lot of people. This new album made me think. Why was I letting other people take control of my life? This album saved my life more than once. I don't know where I would be without these songs, the new members of this band and my family. Lyrically this is the darkest album I have ever written. Musically it's the most beautiful music we have ever done. We were not afraid any more. I am not afraid anymore. We wrote this entire album with our blood, sweat and tears. I wrote this album so I could stay alive and continue living again...

— Steven Juliano, [1]

Juliano wrote all of the lyrics on Those We Leave Behind. The album's music was primarily written by bassist Ron Ficarro with additional compositions from guitarist Tim Rosales III. On August 12, I Am Ghost uploaded "Bone Garden" onto their Myspace.