Pursuant to section 21 of article X of the state constitution, there is levied, in addition to the tax levied pursuant to section 39-28-103, a tax on the sale of cigarettes by wholesalers, at a rate of three and two-tenths cents per cigarette. The tax shall be paid to and collected by the department.