Why does my penis shrink during exercise?

Shrinking penis. Since blood is diverted away from non-vital organs during strenuous physical activity, it is not uncommon for a man's phallus to "shrink" during exertion/physical activity.
Blood flow. During exercise increased blood flows to the muscles being used and decreased flow to those which are not.