Forbidden Love(1976)

Original title: 유정

Choi Seok, the principal of a girl's high school, adopts Jeong-nim, a Japanese student there. However, they develop a disturbing relationship that scandalizes the local region. His family is disgusted and sends the girl back to Tokyo whil Choi Seok loses his job, but the two cannot stop thinking about each other