I think there's ample evidence supporting the "already obese" part.
The kind of person that'll happily drink a bucket of soda (diet or otherwise) is likely the kind of person that has an unhealthy relationship with food in the first place, with a stomach (appetite?) capable of ingesting a lot of food and liquid. Which is a category morbidly obese people fall under.