What impression would I make if I show up being the only one in stilettos?

I think you would look fine. It all depends on how you walk in then. Straight posture and don't swing your arms when you walk. Act casual and you will look fine. And if you are the only one wearing heels, don't sweat. A lot of people probably wished they wore heels because of how nice you will look in them.