Which of the following scenarios best shows causation?

There is a strong correlation between the type of soda a person drinks and grades earned in school.
When I skip lunch, I perform better on my tests.
People who walk to school are more likely to go on long vacations.
When I leave the lights on all night, my electric bill is higher than usual.