IRS Withholding Calculator - AIP Entry

When using the online IRS Withholding calculator, I am prompted to enter a "bonus" if I received one. While I received a payment from an annual incentive plan (AIP), federal tax has already been deducted from it. So, do I enter the actual amount that was deposited or do I enter the gross amount, BEFORE taxes?

 

Thanks, in advance!