It's not so much that we laugh at bad things happening to people as it is laughing at the way the situation is portrayed. We don't laugh at misfortune unless it is portrayed in a humorous manner.

It's kind of like a comedians "delivery". Something may not be funny at all, but when it is "delivered" in the right way it can become hilarious.