The film lacks explicit LGBTQ+ characters or narratives. Social and romantic dynamics appear to align with traditional heteronormative structures without exploring non-cisnormative identities.

Roohi centers on a female protagonist reclaiming her agency. Her struggle against environmental constraints subverts passive domestic roles through her intellectual and creative pursuits.

The film offers an authentic depiction of North Indian identity. By utilizing a localized setting and regional cast, it avoids Western-centric storytelling tropes.

The narrative explores the friction between individual passion and communal norms. It offers a moderate critique of small-town social structures and traditional constraints.

There is no significant evidence of characters with visible or invisible disabilities. The plot focuses primarily on psychological and supernatural elements.