I've always heard that you should only eat when you eat, not play or read... I'm not one to follow directions which is why I often have food on my mouse.
When do you get hungry? Not just thinking about food. That would be the time to eat or at least nibble on something healthy. I like to have snacks with me that I can nibble on if I get hungry between breaks.