It sounds like science fiction, but it seems that bacteria within us — which outnumber our own cells about 100-fold — may very well be affecting both our cravings and moods to get us to eat what they want, and often are driving us toward obesity.
http://universityofcalifornia.edu/news/do-gut-bacteria-rule-our-minds