The film lacks LGBTQ+ characters or non-heteronormative identities. The title uses 'Gay' to denote merriment rather than sexual orientation, focusing instead on a traditional romantic interaction.

Gender roles follow traditional comedic tropes. While a woman initiates visual agency by exposing her ankle, a female chaperone ultimately enforces social decorum and restrictive norms.

There is no evidence of non-white or non-Anglo-Saxon representation. The film likely reflects the homogeneous casting standards typical of early American silent cinema.

The narrative adheres to early 20th-century moralistic constraints. Conflict is resolved through the enforcement of social propriety, upholding traditional standards of conduct and decorum.

No characters with visible or invisible disabilities are identified in the narrative or historical record.