The password is stored in volatile memory, powered by a small battery. (howtogeek.com)
Although the contents of volatile memory are gone as soon as the phone is shut down, it can reveal surprising amounts of forensic data if the device is up and running. (sciencedaily.com)
Much of this power consumption arises because power has to be supplied to volatile memories even when they're not being accessed. (tohoku.ac.jp)