Written by Florence Arnold, Toby Scott, Brian Higgins and Wayne Hector, the song was released on 15 August 2014 as the lead single from Florrie's upcoming debut album.

An acoustic version of the song was released onto YouTube on 17 August 2014, on the singer's official account.

An album sampler of Florrie's debut album surfaced onto the internet later in 2014, including six tracks: "Too Young to Remember", "Turn the World Upside Down", "Galaxies", "Looking for Love In the Wrong Place", "Little White Lies", and "Live a Little"; however, the album was ultimately shelved and the three unreleased songs remained as leaked tracks,[2] while "Little White Lies" and "Live a Little" remained as non-album singles, and "Too Young to Remember" was released forward in 2015.

[5] A music video for the song was released on 6 July 2014 on the singer's official YouTube account.

The instrumentation incorporates synthesizers, pads, electric piano, and drums that increase gradually, growing louder towards the end of the song.