The recording for "Stripped" began the first week of November 1985 at Westside Studios in London. According to Alan Wilder, it was one of the few songs that was "easy" to record. As with their previous albums, Depeche Mode incorporated samples into their songs, which the band always created in-house. Gore's demo of "Stripped" incorporated the sound of an idling motorcycle; the album version instead sampled singer Dave Gahan's idling Porsche 911. They also included the sound of a bottle rocket in the song, as they were recording "Stripped" on Guy Fawkes Night, 5 November. To get the sound of the fireworks, they launched the rockets horizontally so that several microphones, set up in sequence, could capture the sound of the firework fizzing by. Final mixing for the song took place at Hansa Studios in early 1986.
While making the album, Andy Fletcher said that "the idea of 'Stripped' is to get away from technology and civilisation for a day and get back to basics in the country. It's about two people stripping down to their bare emotions. In the video we're seen demolishing a car and taking a TV apart... it's a bit, er, symbolic." Dave Gahan explained that "it's not about sex. It's to do with having nothing except yourself. The people in the song could strip off if they wanted to though."
For B-sides, the band deliberately wanted to move away from just doing "simple extended version[s]" of their singles, instead opting to include "experimental" tracks "Black Day" and "Breathing in Fumes", which were based off of album tracks "Black Celebration" and "Stripped", respectively. Also included as a B-side was "But Not Tonight", which the band's US label, Sire Records, included on the soundtrack to the movie Modern Girls (1986), in part because it was "the only optimistic and slightly upbeat track from the Black Celebration recording sessions."
In 1987, Gore said that "Stripped" was his favorite Depeche Mode song to date.
The band and label's hopes for the single were high, with Gahan saying that the song "excites me. It feels powerful to sing. The chorus is rousing and mob-like which I can get off on," and they were disappointed when it only made it to number 15 in the UK. In a 1998 interview, Gore said that the single marked a turning point for the band, saying "since the Black Celebration album we've started getting things right, and 'Stripped' is one of the best atmospheres we've ever captured."
In the US, label Sire Records decided that B-side "But Not Tonight" was a better choice for their American audience, and so "Stripped" was not released as a single in that country. Martin Gore expressed his frustration with the American release in the 2007 documentary The Songs Aren't Good Enough, There Aren't Any Singles and It'll Never Get Played on the Radio, saying, "The worst thing, though, about 'Stripped' was the Americans, who somehow decided to not release it at all and to put out the B-side, 'But Not Tonight,' because they got it into some dodgy film. For "Stripped", we took nine days mixing and God knows how long recording, and, you know, 'But Not Tonight' I think we did in about three hours. And the Americans in their wisdom decided to release that instead." Wilder echoed this sentiment, saying "I don't pretend to understand it but whenever we 'deliver' a product, they want something different that 'suits their market'," indicating a strained relationship between the band and their US label.
The music video for "Stripped" was directed by Peter Care and was filmed outside Hansa Studios in Berlin. A music video was also shot for "But Not Tonight", directed by Tamra Davis. The video, in which the band appeared bored while miming playing their instruments in a nameless film studio, was not released until the video collection The Videos 86–98+ (2002) was made available, leading to many fans not even knowing the video existed until 2002.
Track listings
7": Mute / 7Bong10 (UK)
12": Mute / 12Bong10 (UK)
CD: Mute / CDBong10 (UK)
The CD single was released in 1991 as part of the singles box set compilations.
7": Sire / 7-28564 (US)
12": Sire / 0-20578 (US)

