The film portrays Bruce Baldwin, Hildy Johnson's fiancé, as an effeminate character whose implied homosexuality is a consistent source of ridicule and mockery by the male journalists. His depiction relies on harmful stereotypes, presenting him as weak and undesirable, serving primarily as a comedic target. The narrative implicitly devalues his identity in favor of traditional masculinity.

The film portrays traditional marriage and stable family life as a desired ideal, primarily through the character of Peggy and her mother, which the protagonist struggles to embrace due to his career addiction. While the protagonist's actions constantly subvert this ideal, the narrative generally frames traditional family life as the positive, normal aspiration.

The film satirizes the hypocrisy of political figures, such as the mayor and sheriff, who invoke religious rhetoric and 'God-fearing citizens' to justify a politically motivated execution. The narrative exposes their corruption and cynical manipulation of public sentiment, portraying these adherents and institutions as fundamentally hypocritical.