The film offers no explicit evidence of same-sex intimacy or non-cisnormative identities. While elite social settings often explore non-traditional hierarchies, no specific LGBTQ+ characters are identified.

Zoey serves as a proactive protagonist rather than a passive victim. Her investigative agency drives the tension, though the gender dynamics within the elite club remain undefined.

The narrative does not specify the racial or ethnic composition of the cast. It is unclear if the film explores intersectional identities or utilizes diverse casting.

The story critiques the moral decay within exclusive collegiate institutions. It frames elite social prestige as a site of potential criminality rather than virtue.

There is no information regarding the inclusion of characters with disabilities or neurodivergence. The narrative focus remains on the thriller's central mystery.