Are you going to roll any of it over? If not, you will likely be in a very high Federal tax bracket.
Based on your income, you are likely in the 28% or more likely 33% marginal tax bracket, so 20% would not cover the entire amount of additional taxes from the withdrawal. I'd ask to have more withheld.
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