Atom Eve is portrayed as highly competent from a young age, with identity-based elements like gender taking clear precedence. The narrative frequently prioritizes her empowerment, often at the expense of more nuanced character development. Talent and morality seem nearly innate, reducing dramatic tension and undermining the realism of her journey.

The special focuses on subverting traditional family and gender roles, largely painting parental authority and masculinity as obstacles rather than sources of guidance. Standard cultural or moral foundations rarely get a balanced presentation, suggesting a preference for modern ideologies over time-honored values.

Dissenting or more traditional views are underdeveloped and mostly represented through negative characters or caricatures. The worldview of the main cast is largely uniform: empowerment, autonomy, and non-conformity dominate, leaving little room for alternative perspectives or robust internal debates.