The phrase "saddle the horses" later reappeared as a lyrical motif in the closing track of their debut album A Walk Across the Rooftops (1984). In that context, the narrator uses the phrase to express a deep-seated weariness with urban life, suggesting a desire to retreat from modern machines into a quieter, more pastoral past. The Blue Nile – Stay / Saddle The Horses - Discogs

Described as "unhurried and atmospheric," the track is a cornerstone of the and Synthpop genres.

Like much of their debut era, it is built on sparse Linn LM-1 drum machine programming and restrained, warm keyboards.