The film contains no visible LGBTQ+ characters or depictions of non-heteronormative identities. The social framework remains strictly within the traditional norms of the 1930s setting.

Female characters are primarily relegated to supporting roles as romantic interests or peripheral figures. The narrative lacks female agency and does not subvert established masculine leadership roles.

The film depicts a largely homogeneous white cast reflecting the Great Depression-era criminal underworld. It does not utilize diverse casting or intersectional arcs to disrupt historical demographics.

The story offers a significant critique of traditional Western institutions by framing the FBI as a clinical, bureaucratic force. It uses moral relativism to frame outlaws through a mythic lens.

There is no discernible representation of physical, sensory, or neurodivergent disabilities within the primary cast or character arcs.