Why is it moving when the position is the same?

The default interpolation method takes speed into account, so the position will bounce back a little when it comes to a stop. The solution is to set the second keyframe to a hold keyframe so you get this: First Position, Second Position - Hold Keyframe, Second position again but now a normal keyframe, then third position.