An interesting aspect of the "different dimension" is that functional tests actually demonstrate that your application works. If your website is down after deploying a well-functionally-tested application, then it's often because of something beyond your control, like an Amazon outage. Functional tests give you the confidence to deploy often, or automatically, even after bold refactoring, because you can prove that the app works, which unit tests or integration tests cannot do.
