The Commission shall reserve and may exercise the authority to cancel any lease upon which oil, gas, sulphur or other minerals have not been discovered in paying quantities, upon failure of the lessee after 30 days' written notice and demand for performance, to exercise due diligence and care in the prosecution of the prospecting of development or work in accordance with the terms of the lease.