高冷学姐

‘Cool and aloof senior student’. In an academic setting, a 学姐 (senior female student) is typically someone with more experience and possibly more influence. Here, she also possesses a high-and-mighty or cool demeanor, suggesting both respect and a bit of distance or untouchability.