The film operates within a traditional heteronormative framework. The narrative focuses on heterosexual romantic pairings, such as Max and Jamie, with no evidence of queer identities.

Jamie provides a degree of agency through her specialized skill in collecting poisons. However, female characters remain largely defined by their relationships to the male leads.

The ensemble includes diverse performers like Mark Boone Junior and Valeria Golino. While avoiding total homogeneity, characters still largely inhabit standard criminal tropes.

The story explores moral relativism and the slippery nature of truth. It uses noir tropes to examine anti-social behavior rather than critiquing specific cultural institutions.

There is no discernible mention of characters navigating physical, neurodivergent, or mental health disabilities within the plot.