Normally not, if you are sued by the creditor, that is a civil case. In the United States being unable to repay a loan is not a crime and cannot be criminally punished.
That said, there might be circumstances surrounding a loan and default, which might lead to criminal charges, such as fraud, embezzlement etc. But your run of the mill default is a civil matter only.