Cal. Rev. & Tax. Code § 10858
(c) When a transferee or purchaser of a vehicle applies for transfer of registration of a vehicle, and it is determined by the department that license fees for the vehicle for any year are unpaid and due, that the fees became due prior to the transfer or purchase of the vehicle by the transferee or purchaser, and that the transferee or purchaser was not cognizant of the fact that the fees were unpaid and due, the department may waive the fees and any penalty thereon when both of the following conditions exist: