When you are claimed as a dependent, then you do not get a personal exemption and because of that, you pay tax on $4,000 more income than if you were not claimed as a dependent. All you get is your standard deduction, which for a single person is $6,300. So you pay tax on any amount of income that is more than $6,300. There is nothing about your situation that makes you exempt from tax.
