The feelings we get are possibly more rational than the thoughts. For one, emotions exist as experience and do not need to be thought into existence, unlike many other concepts. This makes them somewhat outside the realm of rationalization.
We may rationalize why we have a feeling but the feeling itself, once known and named accurately, does not need further validation. The same cannot be said of theory or intellectual positions, which may change depending on our beliefs or experience.