According to TribLive, this wholesale price then will be entered into a formula with other state-defined per gallon tax rates to reach a pre-federal tax rate of about 58 cents per gallon. Including federal taxes, set at just over 18 cents per gallon, motorists in Pennsylvania will be paying around 76 cents in taxes per gallon at the pump.