California law requires a special blend of gasoline, which is a lower volume market, which increases the cost. The remainder of the cost difference is transportation costs or taxes.

https://ww2.arb.ca.gov/our-work/programs/fuels-enforcment-pr...

Yes, a number of reasons contribute to the additional cost. But that's irrelevant, we're discussing the impact of higher costs, not the cause of them.