The film centers on a heteronormative romantic dyad. There is no discernible presence of LGBTQ+ characters or non-cisnormative identities within the cast.

Joe subverts the 'competent male provider' trope by appearing psychologically fragile and unstable. The relationship focuses on psychological codependency rather than traditional patriarchal dominance.

The cast is largely homogeneous, focusing on a white, American-centric narrative. The story lacks intersectional casting or meaningful racial diversity.

The film avoids traditional moralistic lenses or redemptive arcs. It portrays characters on the periphery of society, devoid of stable family units or religious guidance.

Psychological instability and addiction drive the tragic plot. While these elements touch on mental health, they function as plot devices rather than nuanced explorations of agency.