 Lee Horsley describes how Williams frequently satirizes his male protagonists' attitudes, while implicitly reassessing the traditional genre figure of the femme fatale.Williams's novel "River Girl" (1951) is described by noir fiction expert George Tuttle as a "classic example of backwoods noir...us[ing] an Erskine Caldwell type setting to heighten the sexual overtones of the story.