Qualified annuity payments are taxed as ordinary income, not as capital gains, at distribution or withdrawal. If you take your money out of your annuity before you reach age 59 ½, you will owe an additional 10% early withdrawal penalty to the IRS. Multiply the amount of interest by 10% to determine your tax liability.