The population of modern dogs is, on average, a Dingo.

If unrestricted inter-breeding were allowed, within a few generations all dogs would revert back to something like a dingo.

The variation in the population is pulled, like taffy, by human's selective breeding into weird and distinctive shapes.

You can keep the median the same while making every individual instance very distinctive.