How to add a description to product category

I’ve tried adding this: <?php echo category_description( $category_id ); ?> to my theme…but it’s not working for my product categories. Can you please tell me how to add the product category descriptions?

http://www.scentswarmers.com/buy/scentsy/products/scentsy-bars-2