I would probably let chkdsk finish to see what happens.
Is this computer part of a work environment? It almost sounds like it is doing a System Reset when you reboot and re-imaging the drive... Maybe delete something simple to test if it will hold just by itself.
Any association with Windows 8 at all, such as a dual boot setup?