Click on the object and on the Font palette (it might not be visible - you can activate it under the Window menu) click on the Paragraph tab on on that menu you can choose the text alignment.
Thanks, Paul. This worked perfectly. Why don't they show this more prominently in any documentation? (You don't need to answer that question ;-))