The film adheres strictly to the social structures of 19th-century France. It lacks explicit depictions of queer identities or subtext, focusing instead on traditional interpersonal relationships.

Female characters like Marguerite Gachet possess significant agency and intellectual depth. However, the narrative remains centered on the male experience of the 'tortured genius' archetype.

Set in rural France, the film features a largely homogeneous white European cast. It does not utilize diverse casting to challenge the historical context of the 1890s.

The story explores the friction between the individual and the era's medical and religious institutions. It focuses on the personal struggle for artistic truth rather than broader ideological frameworks.

The impressionistic animation style masterfully portrays neurodivergence and mental health. It centers the protagonist's psychological state as a fundamental identity rather than a tool for pity.