There is a difference between avoiding the Arena completely by going through the wall-crack on the left, or walking past the Arena Champion and hoping she will leave you (and your thrall) alone.
Don’t know which one you’re referring to, but @Xevyr seems to be talking about the second option, which obviously draws the boss’ aggro 
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