Hollywood Records released the song as a single on June 21, 2019. Close to a year later it started gaining traction on TikTok as part of the "Euphoria Makeup Trend." The social media movement featured TikTok creators soundtracking their makeup-transformation clips with "Feel Something." Miller admitted to Billboard
that it's ironic the song went viral because of the challenge because she's terrible at doing makeup.