Williamsburg, Virginia isn't a place where a lot of people sound particularly "Southern". I know Virginia pretty well, and while there are plenty of people with Southern accents there (of the Virginia variety, which sounds very different from, say, Alabama), there are also tons of people who sound like the nightly newscaster, particularly in places like the college/tourist town of Williamsburg.
Re: Accents