In the General 2 tab of the Publication Properties dialog box is the Bookmark Options panel:

Tick the Use multiple bookmarks option if you want this publication to use Multiple Bookmarks.

Note: By default this option is not ticked when you first create a publication. In other words, by default all new publications use Single Bookmark mode.

Use the Store bookmarks in: combo to select where the bookmarks will be saved and loaded from.