The higher the number the cooler. K does stand for Kelvin, but when describing light as warmer or cooler, it's generally the more blue, and/or less red/yellow, the cooler, and the more red/yellow, the warmer.
There are a few good links to read on the subject in my modding thread, found in my sigline. I recommend starting with the one by McGizmo.