Not quite. In civ 5. If your happiness gets pretty bad you cities will start spawning rebel units. Revolts can happen and entire cities might even switch sides to a different civ with a preferred ideology. Its pretty rare for a human player to have to deal with that though.

http://civilization.wikia.com/wiki/Happiness_(Civ5)#Brave_Ne...