Surviving a plague doesn’t mean you’re “superior”. It means you’re resistant. You carry this or that gene that is adapted to confer a survival advantage. You’d have to be pretty ignorant about genetics to think it means you’re “superior” to others. This is a ridiculous concern for them to have.
What if you have the white supremacist gene? I think the only thing that counters that is having the gay gene.