The correct answer is: it goes down.
The force of gravity between two objects, such as an astronaut and a space shuttle, is governed by Newton's law of universal gravitation, which states that the gravitational force depends on the mass of the objects and the distance between them. When the astronaut moves away from the space shuttle, the distance between the two increases, and since gravitational force decreases with increasing distance, the gravitational force between the astronaut and the space shuttle decreases.