I just noticed that one girl in class always sits alone on the last row, even that is free space closer to the teacher. Would it be creepy if next time we have same class i am "late" and just sit next to her?

Each row has about 6-8 chairs, she sits somewhere on the middle, so choosing right next to her is a little weird i think.