Interest, Penalty or Late fee charged from the customer would also be liable to GST. However, the law provides that the GST liability on such values can be paid only on receiving such additional amounts.
(ICAI FAQ PUBLICATION 06-09-2017 VALUE OF TAXABLE SUPPLY: FAQ NO.56)