It means that you are holding a book in a relatively elevated position -- for example, to show it to someone or draw it to their attention. The book does not have to be in an upright orientation, though often it will be. This is someone holding up a book:
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Grammar GeekDo you have a picture of someone holding up a bank?I like that GG!