Surprised is the opposite of Shock. Shock is related to Sensation. 
Deputy is related to Officer. Officer is related to Mayor. Mayor is related to Chain. 
Surprised <--Antonym--> Shock <--RelatedTo--> Sensation 
Deputy <--RelatedTo--> Officer <--RelatedTo--> Mayor <--RelatedTo--> Chain 