Book would make you want to Learn. you would Learn because Know. Know is related to Familiar. 
Deep is the opposite of Thin. 
Book --CausesDesire--> Learn --MotivatedByGoal--> Know <--RelatedTo--> Familiar 
Deep <--Antonym--> Thin 