I think the only way to accomplish this would be to redirect back to the same page with a URL variable. So lets say the form is at http://www.yoursite.com/contact/ then the redirect would be to http://www.yoursite.com/contact/?step=2
You'd just need to use some javascript to show the second step when that variable is present.