If you rarely ever eat or drink things that contain caffeine its more than likely the caffeine. Its just like drinking a beer after weeks, months, or even years of having no alcohol; you'll get a buzz.
I doubt its the E. Experience: I felt like I was on speed (not that I have any first hand experience with that) for almost 10 hours when I took a full doze of Hydroxycut Hardcore; never again.