Tennessee does not have state income tax on wages, which would include unemployment.  One is only required to file a TN tax return when their taxable interest and dividend income exceeds $1,250 ($2,500 if married filing jointly) during the tax year.

Here is more information: 

Tennessee --  Guidance for Hall Income Tax Form