For me it's completely different with the same result: I imagine the scroll wheel is on the paper (screen), so my finger going down rolls the wheel and the bottom of the wheel pushes the paper (screen) under it upwards.

For whatever reason this persists to touchpads even though they would seem closer to a touchscreen.