I was going to mention the same film.
Up until I saw "Henry - Portrait of a Serial Killer"..."Blue Velvet" was probably the film that was the most unsettling to me.
There were one or two scenes in that film which did shock me.
Overall, the surreal, weird atmosphere is sort of shocking enough...