Vitz was born in Hollywood, California to parents of Chinese and German descent. She attended Highland Oaks Elementary, and graduated from Mira Costa High School in 2006. She went on to study at the University of California, Berkeley graduating in 2010. She currently attends Harvard University, studying Social Behavioral Sciences. Vitz has a younger sister named Julie who is also an actress.