Sam Smith's debut album 'In The Lonely Hour' featuring 'Stay With Me'. "Stay with Me" is a gospel-inspired ballad that details the protagonist pleading with his one-night stand not to leave him. Sam walks down a street in De Beauvoir Town, London, sits in a room performing the song, and performs the song in a church with a choir.