Uncheck would be a good idea.
You dont want to keep a copy of every single pm you sent but only the one's in which your reply to you matters and that would be less as compared to the amount of pm's sent. It would make more sense to check it incase you want to save your own, otherwise it wont save it by default which basically takes all the storage space.
Bookmarks