The film is built on a strictly heteronormative foundation. There is no visible presence of queer, non-binary, or non-cisnormative identities within the romantic arcs.

While Alexis demonstrates agency by matching the male lead's tactics, the story remains centered on male-driven schemes. The narrative does not seek to deconstruct traditional gender hierarchies.

The setting reflects a highly homogeneous demographic. The plot focuses on a predominantly white, middle-class collegiate environment without including characters of color with high agency.

The film operates within a conventional social framework without critiquing Western institutions. It focuses on interpersonal romantic loyalty rather than exploring diverse cultural or systemic perspectives.

There is no representation of visible or invisible disabilities or neurodivergence. The characters are portrayed as able-bodied, and disability is not a thematic element.