This doesn't really surprise me. I've noticed for a long time that an energy drink or other caffeine source hits different than a cup of coffee.
When I used to work late at a nursing home, I'd sometimes have a cup of decaf for a pick-me-up (that's all they had). Just the ritual and feeling that I was drinking coffee was enough to give me a small boost, even though logically it didn't make sense.