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Japan no longer stamps all passports on exit. Many passengers are able to use automated exit gates which do not result in a stamp. Even if you don't use one of these machines, it's still very possible your passport will not be stamped.
Your exit will still have been recorded electronically, so they will be aware that you left after only a few weeks.