As Dilaton notes in commentscomments, yes -— this is possible through your profile. There were also some user scripts on Stackapps that added more functionality to favorites (letting you note why you made something a favorite using local storage), but I can't for some reason locate the specific apps now.
Re-tagging this as support since it's an existing feature.
