Why are you so sure they won't charge me extra?
Or will they even allow me to leave the lot with an upgraded car?
I had the same issue. Took out SUV from the lot and was charged midsize. It automatically happens when they pull up an Executive's account.
If you're really nervous, request a copy of your contract at the gate.