I have also left feedback, including neg, for items I haven't paid for, for example when the seller cancelled the transaction because the item wasn't actually available, or any reason I chose not to pay that seller. They are still there in my Feedback Left for Others to this day.

I suspect your buying capacity just got a lot smaller