Leaders are symbolic representatives of the various civilizations that you can play in the game. All leaders are found in the 'Create Game' menu and it is there that you can see their unique abilities once each of them are highlighted.

Information can also be found in the Civilopedia. In game you can look at your own diplomacy menu.