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Just create a bookmark with no label with the url: bookmarks:/
Put it as the first entry in your favourite bookmarks folder in the bookmark manager.
Et voilą, you have a nice closed book when the bookmark manager is closed. Clicking on it will open the manager and the icon will change to an opened book, as well.