Yep. The VPI Tech incubator is one source. Another would be the Northern Virginia Technology Council. Lots of those guys are government-related, so they don't hang in the same circles as HN'ers. I'm willing to bet there's more "submarine" (unknown in the tech community yet making tens of millions or more) startups in Northern Virginia than anywhere else in the country.
UVA also has a strong tech community. You can try Googling the Charlottesville Venture Group for some leads.