The film features complex interpersonal dynamics, including a female gang leader named Yoko and her lover, The Bug. While it avoids explicit queer subtext, it moves away from standard heteronormative domesticity.

Vicky de Berlin disrupts mid-century tropes by serving as a central female gangster and mastermind. The narrative grants women significant agency and strategic command over complex criminal enterprises.

The character Yoko introduces a cosmopolitan, internationalist element to the Brussels-based underworld. These characters possess genuine agency within the criminal hierarchy rather than serving as mere background.

The plot uses crime tropes to critique financial institutions through high-stakes forgery. The floating nightclub setting highlights a transient lifestyle existing on the periphery of mainstream societal norms.

There is no discernible evidence regarding the portrayal of physical or neurodivergent disabilities in the narrative.