How to theme a view that displays content from a relationship?
With Show: Field, each individual field can be toggled to any of the relationships in the view. It is similar to Show: Content and Show: Rendered Entity except the dropdown list is buried one step further down. 

Switch to Show: Field, and edit each field and set the dropdown list to the Featured Person relationship. Then, go about your theming just as you would with any other fields template.