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Yes, the Humless, like any other generator that converts from DC to AC (and most others as well), does have a lot of electronics inside it and would need to be protected in a Faraday Cage in order to survive an EMP.
Anything with a diode or transistor in it that is not sufficiently shielded (no civilian generator fits this bill) is subject to an EMP.