Unhappiness: Build better buildings. Any building that increases happiness, such as temples and such.
Unhealthiness: Granaries, Aqueducts, and the Hanging Gardens will boost this. But what you really need is to set up a trade network to resources such as Cows, Grain, Rice, etc. They boost healthiness.