Typhoon Noruda

The film takes place on a certain isolated island, at a certain middle school, on the eve of the culture festival. A boy quits baseball after playing his whole life, and has a fight with his best friend. Then they suddenly meet a mysterious, red-eyed girl named Noruda, and a huge typhoon hits the middle school.

(Source: Anime News Network)