Here in the UK gas prices are 3.25 per gallon, which is roughly $6 per gallon at current exchange rates. 80% of the cost is in taxes.
Even with gas prices this high and living in a relatively small country we are becoming more, not less car dependent. The only answer is to impose technology at government level which reduces emissions - taxing fuel clearly does not work.