Here's how to think about it:
* Affluent: An adjective describing someone who has a lot of wealth.
* Affluence: The state of having a lot of wealth.
So, you might say:
* "She lives in an affluent neighborhood." (adjective)
* "They enjoy a life of affluence." (noun)