The character of Principal Ava Coleman (Janelle James) serves as the primary vehicle for satire in "Light Bulb." Her incompetence is positioned not merely as a character flaw but as a symptom of misplaced leadership. In one of the episode's standout moments, Ava prioritizes her image and superficial PR opportunities over the functional needs of the school.