Ok, I figured it out. Instead of using:
document.getElementById('<%=TextBox1.ClientID%>').value
Use this:
document.getElementById('ContentPlaceHolder_Panel_ctl00_HtmlEditorExtender1_ExtenderContentEditable').innerHTML
This is client ID of HtmlEditorExtender design edit box. Hope this help someone else