Carrie, I do not know if publisher has a pre-configure to put page links at side.
But you could add you own,(This is an Example to write a new Page with HTML page links)
Create New page, Preference(2 column),Edit Page, Now on Design Page you can Type in Anything you want to point to page2,page3,page4 I will use these for example...Finish Designing "Page Numbers individualy" Page 2 Use the buttons to change type, color, highlight, boldness then do the same for Page 3
After doing this Carrie, you can view the HTML that shows code written for your pages Now all you need to do is turn them into a link for each Page link you created.
Example of Code before changing to link:
<p><font color="#3366ff"><strong>Page 2</strong></font></p> Code after changing to link:
<a href="http://www.yoursite.ws/page2.html"><font color="#3366ff"><stron>Page 2</strong></font>
</a>Notice The changes you have to make for each Page link you create in Bold
This may be the Long Hand way of doing it with Publisher.........Does anyone else have a quicker Idea...Rob??? lol
O.k. Carrie I hope this helps....it can be done.