If they'd have found him "not guilty" then I would have concluded that they saw the evidence was lacking.
Simple.
Now, let me hear you say it: "Since the jury proclaimed him guilty, then he must be the murdering child rapist that I've been denying all along."
That's the first step toward recovering your sanity.