I'd ride like the wind. If that failed, I'd pretend to be Almira Gulch.
More seriously, find a culvert to crawl into or lie down in a ditch if nothing else is available. But tornadoes tend not to move very fast or hang around very long so unless there's some sort of sneak attack you should have plenty of time to not panic.