I know from personal experience that eating sugar does induce more anxiety in me. This might sound weird but I can "physically feel" in my head a certain anxiety when e.g. I think about something awkward. This "physical feel" stopped being there when I stopped eating sweets for a few weeks. One reason why I try to keep my sugar intake down (the other being in danger of getting diabetes...).
Thus, I wholly believe this study.