The film does not center on queer narratives or non-heteronormative identities. It operates within conventional relational frameworks without disrupting cisnormative structures.

Female characters like Sakshi and Sidney demonstrate significant autonomy and agency. They navigate systemic corruption and life-threatening crises rather than being relegated to passive or domestic roles.

The story provides a granular look at Punjabi cultural and linguistic identity. It highlights the struggles of displaced persons and the rural poor to avoid a homogenizing lens.

The narrative offers a sharp critique of corrupt state police and medical institutions. It portrays a world of moral relativism where systemic failure drives the plot.

The film explores the physiological and psychological impacts of substance abuse. However, addiction is sometimes used as a device for narrative chaos rather than a study of illness.