Context Word: heartbreak. 
Question: While they ate dinner, PersonX asked PersonY for advice on getting over a heartbreak, because _ was new to matters of romance and love. 
Answer: PersonX
While they ate dinner, PersonX asked PersonY for advice on getting over a heartbreak, because _ was experienced in matters of romance and love.