Ayanokoji and Suzune Horikita have a complex relationship in the light novels. Ayanokoji is the only person she interacts with in their class, and someone she considers her first and only friend.

One month later, Ayanokoji, Horikita, and the students of Class D learn the truth of the system in place within their school…" ...