Ok, I think I have discovered the problem. Hijack was helpful!

I think the Empeg is not giving enough time for the 2nd hard drive to spin-up before it checks for it. When the boot fails, I go into the hijack menu and reboot, and it seems to come up just fine. Can the delay be increased?