You can always hit up your local dealer, or one of the vendors on this site who also deal with OEM parts. I know FredBeansParts sells OEM parts.
You also may want to call around to the local junkyards around you to see if they have any center caps for Legacy wheels. This might be the cheapest option.
'13 Prius Five