The track comes from The Caretaker's 2016 album Everywhere at the End of Time, a six-part project exploring dementia through deteriorating samples of 1920s and 1930s ballroom music. It's Just a Burning Memory opens the first stage, where the melodies are still recognisable but already warped and hazy. The piece spread online through liminal space videos, backrooms edits and TikTok nostalgia trends, where its fragile, looping sound became shorthand for lost time and places that feel familiar yet unreachable.