No, I "earned" $15k last year. Minus all of the deductions entitled to me, I only owed taxes on $5k. I paid $500 in taxes all year, so it's kind of amazing to get a tax return of $1500 on taxes I didn't pay.
Think of it as a small scale Mitt Romney, except I got back more taxes than I paid, while he's still paying 15% taxes. He's a sucker.