His ancestry includes one quarter Swedish, as well as English, Swiss/German, Scottish, and distant Welsh and French; the surname Gyllenhaal originates from Sweden, changed from "Gunnarsson Haal" when his ancestor was enobled.
He is the son of Virginia Lowrie (Childs), from New York, and Hugh Anders Gyllenhaal, from Bryn Athyn, Montgomery, Pennsylvania.