The correct response regarding the action and reaction forces is:
The book pushes down on the table and the table pushes up on the book.
This describes Newton's third law of motion, which states that for every action, there is an equal and opposite reaction. In this case, the action is the book exerting a force downwards on the table, and the reaction is the table exerting an equal force upwards on the book.