Select Project in your XAE Shell (or Visual Studio). Check properties window. Under deployment category you will find 'Theme Name' property. Set it to theme you want as default. This should always start your client in selected theme.

You mentioned something similar in your question, if you are testing this in published server, you will need to publish again with new property.