Jean Harlow and William Powell were a couple at the time the film was made. She desperately wanted the part of Connie Allenbury (Myrna Loy's role) so that she and Powell's character would end up together. The director and MGM execs would not heed her demand, however. They always intended on the film being another Powell/Loy vehicle and knew that audiences wanted Powell and Loy to end up together in their films. Harlow was very disappointed but had already signed on to the film and had no choice but to play the role of Gladys Benton. In the end, she liked the film and agreed that she was more suited to the role of Gladys.