In classrooms and workplaces, teachers hold power. The hallucination of them in a compromised state (ahegao, collapse) is a symbolic reversal — the observer gains power.

The story originated as a light novel written by Yagi Honjo, serving as the foundational text for the anime's plot and character designs. For those who want to experience the story in a different format, a complete version has been published in book form. Additionally, there is a light novel adaptation titled "Genkaku Cool na Sensei ga Aheboteochi! Esukare Bishoujo Bunko".

Released in , the OVA has a runtime of approximately 17 minutes .

The work is categorized under themes of teacher-student romance and school drama, often compared to titles like Domestic Girlfriend for its focus on taboo relationships.

"Efficiency is paramount," she whispered, adjusting her glasses. "If this improves focus, it is a logical investment."