Scrum task and User story

My understanding from reading the literature is that the difference between a story and a task is that a task may take between 4 and 12 hours and may be directly associated with a user story.  However, if the story would take too long, the story would  be broken down between several tasks.  

The definition I am reading seems a bit nebulous,.  Is this correct?

Thanks