Combine first four ingredients in saucepan. Cook to hard ball stage. Remove from heat and add butter. Pour over popcorn. Butter hands to form balls while still hot.
Variation: For colored popcorn balls use light Karo and white sugar; at the end of process add coloring of choice. For caramel popcorn, use dark Karo and brown sugar.