Will taxes be taken out of the supplement amount?

Yes. Per IRS Publication 15 (Circular E), supplements paid concurrent with an employee’s wages are taxed at an individual’s filing status and W-4/G-4 withholdings on file.  Additionally, Social Security tax in the amount of 6.2% and Medicare tax in the amount of 1.45% are also required deductions.