HC stands for Hot Carrier and it refers to the transistor type in the IC. Some semiconductor guru can explain what that means, I'm a software guy

The CPU itself was originally called "Star 12", as opposed to the existing MC68HC12. Luckily, someone decided to abandon that silly name and shorten it to S12. Probably because it sounded too similar to the Starcore DSP?