The film adheres to the heteronormative social structures of the late 19th century. No non-cisnormative identities or same-sex intimacy appear within the central character arcs.

Agency is concentrated almost exclusively within a male-dominated industrial sphere. Female characters are largely relegated to domestic roles that support the primary male protagonists.

The cast and central narrative are predominantly white and Anglo-Saxon. The film lacks significant representation of people of color or diverse ethnic perspectives.

The story celebrates industrial capitalism and Western technological advancement. It frames the era's expansion as a standard historical progression without critiquing traditional institutional frameworks.

There are no prominent depictions of visible or invisible disabilities. Neurodivergence and chronic illness are not utilized in the character development or plot.