The film centers on a traditional adolescent romance between a boy and a girl. It lacks LGBTQ+ characters or any narrative critique of heteronormativity.

Lauren King provides a strong sense of intellectual agency, driving the plot through her precociousness. However, her mother is depicted with little depth, and the romance follows conventional courtship patterns.

Set in early 20th-century Paris, the cast remains largely homogeneous. The film focuses on a Western European aesthetic without featuring significant characters of color with high agency.

The story offers a romanticized, nostalgic view of European history. While it includes an eccentric pickpocket, it prioritizes sentimental idealism over systemic critiques of class or institutions.

There is no discernible representation of physical, neurodivergent, or mental health disabilities among the primary cast or character arcs.