Rational thought is complimentary to emotional thought. Rational thought is slow, reflexive, and highly focused. Emotional thought is affective; it is your mind telling you how something is affecting you.
E.g. Anger tells you some boundary has been violated. It's the rational part that allows you to analyze that feeling and respond appropriately (telling someone to back off or getting a snack because your blood sugars are low)