Nothing in Spam box, I have not had any issues like this previously. Am using Outlook 2010. It only started a week or so ago.
I have just double checked my User CP and I am definitely set to receive email notification about PM's. I sent myself a test message and I did NOT receive any notification. I have IIS as a safe site on my internet security settings as well. Something is definitely amiss...