The midfielder took advantage of a defensive error to open the scoring midway through the first half and he struck again before the break.
Arfield completed his hat-trick on the hour mark as Steven Gerrard's men, who are second in the table, restored their eight-point advantage over Kilmarnock and Aberdeen.