Got it. Will definitely wear a button up and nice dark jeans. I've had a ton of debate with friends so it's awesome to get this stuff cleared up.
I was not expecting this, and I really appreciate the detailed response.
One other question: if the company I'm interviewing at sells shirts with the company's name on it, would I look desperate if I came in with that shirt on?