Context Word: lunch. 
Question: When PersonX invited PersonY to go out to lunch, she wanted to go to an Italian restaurant; _ was thrilled when he said yes. 
Answer: PersonX
When PersonX invited PersonY to go out to lunch, she wanted to go to an Italian restaurant; _ was thrilled to say yes.