Described by songwriter Stephin Merritt as "my folk album", the instrumentation of Realism is largely acoustic, stark in contrast to the band's previous album, Distortion, released in 2008. Merritt said he "thought of the two records as a pair" and considered titling the albums True and False; ultimately, he couldn't decide which title would correspond with which album.