I Want You is unmistakably a work of romantic and erotic tribute to the woman he deeply loved and would marry shortly, Janis Hunter (Janis Gaye). Gaye's obsession with the woman in her late teens is nearly palpable in the sensual textures that are the album's aural and lyrical signature. Their relationship was relentlessy passionate and emotionally rough-hewn; they played up each other's strengths, and played off each other's weaknesses.—Michael Eric Dyson
In October 1977, he married Janis, who was 17 years old when they met. However, the marriage dissolved within a year. After attempts at reconciliation, Janis filed for divorce in 1979. The divorce was finalized in February 1981. During this time, Marvin began dating a model from Holland named Eugenie Vis. In 1982 Gaye became involved with Lady Edith Foxwell, former wife of the British movie director Ivan Foxwell, and spent time with her at Sherston, her Wiltshire estate. Foxwell ran the fashionable Embassy Club and was referred to in the media as "the queen of London cafe society." The story of their affair was told by Stan Hey in the April 2004 issue of GQ. The report quoted writer/composer Bernard J. Taylor as saying he was told by Foxwell that she and Gaye had discussed marriage.