I found it in Deductions & Credits -> Other Income Taxes Paid in 2018 -> Payments for 2016 or a prior year state or local income taxes paid in 2018.
Unfortunately, the $500 payment is only used as deduction, which is subject to the $10,000 local tax deduction cap for year 2018. So I cannot get any benefit from paying $500 to CA. So sad!
