My first reaction ,Linda, was: What? But I understand what you're saying. It's an unexpected idea here, but an interesting one. Hard to know how to respond to that. 
Let me then give you your inversion, sometimes. But not everything that makes us feel good we find beautiful. In fact often it is the inverse. Comfortable furniture is often ugly, while beautiful furniture is often uncomfortable and even painful.
 
But beyond this, look at any beautiful object around you. I'm for instance looking at a pretty lamp, or I should say the stand of the lamp. Why does it make me feel good to look at it? It's clearly its beauty, as there is no reason it should make me feel good otherwise. No?