"Guilt Trip" was produced by West, Mike Dean, S1, with an additional production credit for Travis Scott and Ackeejuice Rockers for the samples of "Chief Rocka" by Lords of the Underground and "Blocka" by Pusha T featuring Popcaan and Travis Scott. The song's lyrics deal with looking back at a failed relationship, similar to fellow Yeezus track "Blood on the Leaves". West provides his vocals through rapping and singing through an Auto-Tune processor, reminiscent of his 2008 album 808s & Heartbreak. The song includes vocals from rapper Kid Cudi, who later expressed negative opinions about his feature due to his vocals being recorded years prior. - Wkipedia