If you had the minimum withheld (10%) then it probably wasn't enough. The extra tax on the benefit would reduce your refund or increase your tax owed. I would use the IRS tax estimator to see where you are, and adjust your W-4 if needed. If you really want a large refund, you have to have more money taken out of each paycheck, and you do that through the W-4.
