Fairly confident it's just a one-sided love kind of thing where she has no intentions to reciprocate those feelings.
Or maybe it pulls a "not until you graduate" kind of twist? I've seen it done at least more tastefully than how Coolkyou does the relationship between Lucoa and Shota lolol