Eidolon will learn, through one means or another like Thinker powers or Watchdog evaluation, that you are a worthy challenge for him. A Worthy Opponent. Anti-thinker perks cannot protect you against this. Even if you are a hero, he will find a way to challenge you.
And you better be able to provide an adequate challenge as Eidolon will be coming at you with all his might.