It's even weirder than that. It turns out that at very low concentrations caffeine seems to have similar effects on insect neurology as it does on ours. There are some plant species whose flowers produce caffeinated nectar. Bees seem to like these flowers preferentially, and have an easier time remembering where they are. (Yes, bees get buzzed.)