The tax will be however much it would have been if you had gotten the money another way, such as interest from a bank. This may be anywhere from 0% to over 30% depending on how much other income you have and where you live.
In addition, there will be a penalty of 10% of the amount withdrawn, which will be $2000, since $20k was withdrawn.