The normal force on the book ... the upward force of the table against the
book ... must be exactly equal to the weight of the book, and acting in the
direction exactly opposite to the force of gravity.
If the normal force didn't exactly balance the force of gravity on the book,
so that their sum is zero, then instead of just laying there, the book would
be accelerating.