Horror where a man goes to an American town, it starts all good but when he tries to leave he cannot get out & everyone before him disappears

Possibly this? The main characterr eventually finds himself in a town where he cannot leave, at the end of the movie, he finds himself all alone... In the Mouth of Madness (1994) - IMDb (http://www.imdb.com/title/tt0113409/)