Trask is descended of the Pi'ilani line of Maui and the Kahakumakaliua line of Kauai. She is a member of Ka Lahui Hawaii, a Native Hawaiian initiative for self-government. She graduated from the University of Wisconsin-Madison. She is Professor of Hawaiian Studies at the University of Hawaii.