For the biggest possible contrast, make your way to Kurama high above Kyoto (but easily accessible by train) on Friday and stay overnight in the Onsen Ryokan there including a seasonal dinner from local, fresh ingredients. You'll easily make it back to KIX for the onward flight on Saturday.