The "Premium" is the price, like insurance. It works two ways.
If you don't buy it and find the room is next to the freeway or the dumpster, when you complain, you will be told that you could have chosen the "Premium" room.
If you do pay for premium and have complaints they will tell you that you got the "Premium" room and that the standard room was even worse.