Among the first songs Radiohead wrote after signing with EMI/Parlophone, "Inside My Head" deals with the experience of being picked up by a major label and leaving part-time jobs behind. Thom notes that the song is also "about getting in a car and ramming the shop where I used to work. I just wanted to do that so badly." This tune was originally intended to become a single, but "Creep" was chosen instead.