I'm having the same issue. From looking at some of the other posts it appears it has been almost a year since we were asked to "wait a few days" for this solution.
I purchased my computer from HP in Sept of 2013. It arrived with Windows 8 and Microsoft Office 13 already installed. Within a few weeks I was able to upgrade to Windows 8.1 with no problems at all.
Just recently some kind of software glitch occurred and my computer crashed. Attempts to do a "restore" failed, but HP was able to help me "recover" the original system software; everything else was lost, so basically I started with a clean machine.
Since then, I've been trying to upgrade to 8.1 from the Store just like the othes, and I'm getting exactly the same errors.
I haven't contacted HP yet to see if they can help, but since I have a full maintenance agreement, I intend to so. I'm not really expecting a reply to this since the last reply was in October 2013 and it is not August 2014. Just thought I'd post it anyway.
Charles.