The use of "not even" is correct. "He was in it" is not. that not even he attended.
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The use of "not even" is correct. "He was in it" is not.
...that not even he attended.
Additionally, "specifically so bad" doesn't sound at all natural.
Michael usually attends every party, but there there was one that was so awful that no one, not even he, went to it.