That's probably your best bet. There's a small chance that it could be a power issue, in that the power circuitry doesn't have enough oomph to run the motherboard, screen and hard drive, but that's pure speculation on my part.

Just for fun, you could try booting it from a CD, or from an external (and thus externally powered) SCSI HD.