Should I be paying unemployment tax at the federal earned income tax rate or the federal witholding rate of 10%?

Turbo tax is calculating my unemployment rate at 30.54%. Thats $2,799 of $9,171. I think that's way too much considering you don't need to pay social security, medicare or state tax(california) on unemployment benefits.