Context Word: Chlamydia. 
Question: PersonX had Chlamydia from sleeping around on the weekends and PersonY was _ shocked to find this out. 
Answer: PersonX
PersonX had Chlamydia from sleeping around on the weekends and PersonY was _ not suprised to fin this out.