Your heart literally gets bigger! Your stroke volume goes up, and you probably have more blood plasma, too. This aids in fueling muscles.
Though, if you Google heart hypertrophy, you'll find a bunch of scary things, because your heart can also get bigger in a bad way rather than a good way.