Hotmail/Outlook allows for junk mail to be purged regularly. This means you have a grace period of around ten days to get junk mail from the Deleted Items folder before it is gone for good.
You can do it in less than a minute, just like deleting all emails from Gmail. Be certain to select the specific email, then move it to your inbox in order to save it!