The film lacks prominent LGBTQ+ characters or narratives centered on non-cisnormative identities. Character dynamics focus almost exclusively on the professional tension between the investigator and the psychologist.

Zenobia, a criminal psychologist, provides vital intellectual agency as a partner to the protagonist. However, the central tension remains anchored in a male-centric investigative lens.

The cast is predominantly South Asian, offering a culturally authentic depiction of Mumbai's film industry. It avoids Western-centric casting tropes by grounding characters in specific local identities.

The narrative explores the ethics of criticism and the perceived injustice of media consumption. It remains largely contained within genre constraints without engaging broader ideological frameworks.

Psychological deviance is used primarily as a plot device to drive the thriller mechanics. There is little evidence of neurodivergent characters possessing independent agency outside of the suspense arc.