Extracting the key from a TPM is actually trivial but immense time consuming.
Basically this with probably more modern chips and therefore even smaller cells. https://youtu.be/lhbSD1Jba0Q
Also sniffing is a thing since the communication between CPU und TPM is not encrypted.