That's correct. Once you pay the 6% penalty then any earnings can remain in the account.
(In fact some people take advantage of that. For example if the excess contribution result in a 15% earnings then it would pay to just pay the 6% penalty and leave the earning alone.)
**Disclaimer: This post is for discussion purposes only and is NOT tax advice. The author takes no responsibility for the accuracy of any information in this post.**