Wrong analogRead values

Learning:
Unplug it! It'll go to zero. (or pretty close) 8)

No it won't it will float which is why I suggested you need a load resistor. So why have you not tried this.
Better still put the scope lead on the analogue input and run the code again. Is it different than when the scope is disconnected.