It goes beyond adrenaline. Adrenaline speeds your reactions, your response times, alertness and your emotional levels. You aren't appreciably stronger on an adrenaline high. If that was the case, adrenachrome users would routinely punch holes in walls.
I think I just typed an oxymoron... 'Adrenachrome' and 'Routinely'...