Orientation of astronauts shifts when ship crosses into the Moon's gravitational field?

In his famous novel Journey to the Moon, Jules Verne stated that occupants in a spaceship would shift from orientation from up to down when the ship crossed the point where the Moon's gravitation became greater than the Earth's. Is this correct? Defend your answer.