She must like fuutarou a lot... But doesn't do anything because of her sisters sake.
I think no matter the story of the other girls, her past weights more cuz she is the one fuutarou fell in love in the 1st place, he just doesn't know which girl she was...
This deserves a re-reading, I have to know, I have to solve the puzzle.