When an offender escapes from the custody of the department, the commissioner shall immediately notify the Governor who shall have exclusive power to authorize the payment of a reward, in his discretion, not exceeding Fifty Dollars ($50.00), out of any money available in the state treasury not otherwise appropriated, for the arrest and delivery of such offender to the proper authorities.