How does one delete the extra junk mail folder that has appeared in Windows Live Mail (Windows 8.1) It will not respond to either the delete or rename commands

This has been a long term problem with Windows Live Mail 

The new mail sound notification works as expected for new mail arriving in my inboxes BUT whenever I delete an email from my JUNK mail folder a few seconds later I get the New mail notification sound.

The visual indicator in the taks bar also suggests a new email has arrived but this  is not correct. There are no new or unopened emails in Hotmail or any other other accounts I use in WLM. The new mail notification is not accurate as presently it is constantly giving false alarms.

Please advise.

I have Outlook 2011 for Mac and use a live.com (outlook.com) address.  Though MOST of the junk mail comes through to my junk mail folder on my mac, some never does.  That means I have to keep checking live.com for some junk mail that never reaches my computer.  Does this mean OTHER mail never comes through?  It seems that all the mail in my online inbox appears on my mac's Outlook 2011 inbox.  Using 10.7.5 Lion if that's relevant. 
Hi guys,

I've posted this question before, but the person assisting me seems to have fallen off the planet.

I'm having an issue in Windows Live Mail where I get a notification when junk mail arrives. Even if the mail is instantly moved straight into my junk mail folder, I get the new email notification and the new mail icon appears on the program bar.

Is someone able to let me know how I can fix this issue? It's extremely annoying.

Thanks.
I can't access my Junk mail folder.  When I attempt to do so the system thinks about it then just stops.  Is there a fix for this?
from one day to the next, the junk mail folder goes missing; this has happened three times; no error code, no message, just no junk folder
I can't seem to delete items in my junk mail folder.  Was referred to "check status," which reported that everything was fine.  I am running Vista 32bit and using Chrome.
I received an email in my junk mail folder that was not junk and got the message "this looks suspicious to our filters and will be deleted after 10 days" (might not be the exact message but close enough).  I didn't even get the usual options to select "wait, it's safe" or "add to contacts".  So I selected "not junk" from the above drop-down menu and moved it to my inbox.  When I tried to view it in my inbox, it was blank.  I then added the sender's contact info to my contacts.  I contacted the sender and they resent the information in a separate email.  This email did go directly to my email, but again was blank - I'm assuming because the content was blocked as I could view it on another device.
If indicating an email is not spam/fishing/suspicious/etc. and adding the sender's info to my contact list, safe sender's list is still not sufficient to unblock content, how exactly am I supposed to view the email?
This is not the first time this has happened, and it's incredibly frustrating!
(There are also other emails that continue to end up in my junk mail folder, even though I have added them to my safe sender's list, as a contact.  Again, totally frustrating...).

Thank you.