After we use Turbotax e-filed CA state tax, do we still need to pay the $800 CA LLC fee?

I saw there is a voucher said $800 LLC Tax 3522 in Turbotax return forms. Do I need to pay the $800 separately or Turbotax has paid it with the tax return?

I received a mail from FTB said I haven't paid that $800 LLC fee, and there is a penalty and interest. I was wondering if I have paid that fee with the California state tax return?