Add short description to the product on the shop page

Hi

Thanks for your great plugin. I just wondering how can I show little description about the product above the add to cart button when I am showing all products on the shop page. right now is show description only in single product page.

Thanks

http://wordpress.org/extend/plugins/woocommerce/