Using electric mixer, beat goat cheese and cream until fluffy. Season to taste with salt and black pepper. Transfer to a piping bag fitted with a plain tip. Pipe into peppers.
In medium bowl, mix olives, shallots, vinegar, olive oil, parsley and orange peel. Season to taste with salt.