Rather unbelievably it's apparently not endorphins after all that give you that high but actually Cannabinoids... (A http://www.thenakedscientists.com/HTML/science-news/news/1000797/)
So even simpler than the OP thought, just get running!
(Sorry if quoting sources breaks any rules!)