As Dilaton notes in comments, yes - this is possible through your profile. There were also some user scripts on [Stackapps](http://stackapps.com) 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 [meta-tag:support] since it's an existing feature.