Released on R.E.M.'s 1988 album Dead Letter Office, Walter's Theme stands as a quintessential example of the band's late-period sound, blending atmospheric rock with introspective lyricism. The track features the distinctive guitar work of Peter Buck and the layered vocals of Michael Stipe, characteristic of the group's evolution during the mid-to-late 1980s. While the song does not rely on overt aggression, it captures a melancholic and reflective mood that resonates with fans of the band's catalog. As part of Dead Letter Office, it complements other notable tracks from the era, contributing to the album's reputation as a significant work in American alternative rock history. The recording showcases R.E.M.'s ability to craft complex, textured soundscapes that have influenced countless subsequent artists in the indie and alternative genres.