I would leave. Hopefully, I would research the movie before going and know if it was going to be too much for the child. I have to say sometimes the movies are okay but the trailers for upcoming movies can be too much. When my daughter was about 3, we took her to see an appropriate movie but the previews had something really scary and it really frightened her.
So I would leave because those kinds of things can last for years.