When I wanted to take a semester break, I went to the international student office and talked to a adviser; he told me that since I had taken classes for 8 months before that, I could just take a semester break and use that as my vacation period. I got my I-20 signed and left.

Your case is probably different. Just contact your adviser he/she will tell you want you need to do. Good luck!!!