The silicon does not support printing secrets. Same for ePassport, it does not support printing your fingerprints. The only way to extract them is to hack the transistors or root it if it is more complex system like Intel CPU.
The way it works is that it derives some symmetric key and gives it to you or even encrypts data for you.