How happy were Armstrong and Aldrin?

When they reached the moon? They were more nervous than happy: the mission had thousands of variables and a high probability of failure at any given time. This fact can be heard in the famous "one step" phrase:

"One small step for [a] man, one giant leap for Mankind".