The film lacks LGBTQ+ characters or non-heteronormative identities. The romantic arc focuses strictly on a traditional heterosexual pairing, adhering to the era's social decorum.

Narrative agency is concentrated in the male protagonist's musical ambitions. While Lena is central to his emotional life, the film reinforces conventional gender hierarchies and traditional romantic dynamics.

Despite its Jazz Age setting, the cast is predominantly white. The story focuses on elevating music within Broadway structures rather than exploring the Black origins of the jazz genre.

The film celebrates Western artistic achievement and the meritocratic ideal of the 'great man.' It upholds traditional values regarding professional success and romantic stability without systemic critique.

There are no notable depictions of physical or neurodivergent disabilities. The film does not utilize disability as a narrative device or a central theme.