The film lacks LGBTQ+ characters or narratives. It focuses strictly on a gendered experience of harassment within a traditional social framework.

Alice serves as a central protagonist whose agency is tested by privacy violations. The film passes the Bechdel test through female-centric dialogue regarding the protagonist's safety.

The cast is predominantly white and homogeneous. The narrative does not utilize race as a variable in its exploration of paranoia or social dynamics.

The story operates within a conventional Western framework centered on urban living. It lacks significant religious or anti-capitalist themes, adhering to standard suspense tropes.

There are no prominent depictions of physical or neurodivergent disabilities. Character experiences are defined by social and physical environments rather than disability-related agency.