They do take up a lot of space and for most its just dead storage. It is preferrable to dump them.
I was considering setting an expiry time for them to free up space. Can I suggest you create another folder/directory and save important ones in there, then dump the rest, or as Jules suggested archive them

Dont forget that saved outgoing PM's take up part of your quota too.
(you still have more room however

)