The film adheres to heteronormative conventions typical of the crime thriller genre. It focuses on the relationship between Marcel and Julie without exploring non-cisnormative identities.

Julie provides a lens into systemic pressures through her role as a sex worker. However, female characters largely function as emotional catalysts or victims within traditional noir archetypes.

The narrative focuses on a relatively homogeneous social stratum within Montreal's criminal underworld. It lacks a multi-ethnic cast that would disrupt Eurocentric casting norms.

The film offers a strong critique of institutional power by depicting corrupt police and predatory legal systems. It prioritizes survival and moral relativism over conventional civic virtue.

There is no discernible focus on physical disability, neurodivergence, or chronic illness. Characters are defined by socioeconomic and legal status rather than disability.