Just a caution from Microsoft:

If you upgraded your PC from Windows 8 to Windows 8.1 and your PC has a Windows 8 recovery partition, refreshing your PC will restore Windows 8. You’ll need to upgrade to Windows 8.1 after the refresh has finished.

http://windows.microsoft.com/en-us/windows-8/restore-refresh-reset-pc