I have the same scenario, a computer a few months old, updated to 8.1 when it came available and the Store was disabled last night with the install of KB2887595. I followed RDY2DVE's process and the Store is working again.
Also to confirm the issue, I have another computer on 8.1 that has not received the KB2887595 update yet and the Store works fine.