A new study published in the August issue of the Journal of Clinical Investigation shows just why it is that people tend to turn to fatty foods in order to boost their emotional state and reduce feelings of sadness. Be it chocolate chip cookies, French fries and a chocolate shake or whatever your favorite fatty food may be, researchers say these fatty foods create a biological change in your body to reduce the feelings of sadness.