The penalty for late filing of a simple promissory note varies depending on the state in which it was issued. Generally, the penalty for late filing can range from late fees and interest on the amount owed to full repayment of all debt. It is important to consult the laws of the state where the note was issued to determine the exact penalties for late filing.