The film adheres to heteronormative romantic archetypes typical of the noir genre. There is a notable absence of non-cisnormative identities or narratives that challenge traditional social structures.

Female characters like Eros possess significant agency and influence over the plot. While the film utilizes the femme fatale trope, it centers female intellect and autonomy rather than passivity.

A diverse ensemble cast populates the stylized 1949 setting, avoiding the homogeneity of typical period dramas. The urban landscape reflects a broad demographic spectrum through its criminal and social underworld.

The narrative prioritizes moral relativism and situational ethics over traditional morality. It frames established legal institutions as secondary to the individual agency of its vigilante protagonist.

The story lacks emphasis on the agency of characters with visible or invisible disabilities. The focus remains on physical prowess and stylized action rather than neurodivergence or health conditions.