Why would a Honda run very roughly under minimal load after reaching operating temperature?

The carb venturi are partially plugged with debris. I had exactly the same problem where the car would sputter and shake when the car warmed up and the idle kicked down. The service station I take my car to pulled the air cleaner off and vacuumed out the intake ports on the carb - it worked fine after that. :)