Hypothetically. If a hole was drilled, with some super super strong mterial to line the walls and hold it open, right through the planet, at the precise centre, and out through the other end. Would there be any downward pull within the shaft?
If you were suspended over the hole by a rope, would the absence of any solid matter between you and the antipodean sky at the other side make you weightless? Or would you be pulled in to sides and down?
This is a classic physics problem. The answer is, yes, you would feel a gravitational pull toward the center, because you'd be affected by all the mass of the Earth, not just that directly below you. Every particle of mass on the planet is always pulling on you at the same time; it's just that all their vectors pulling in different directions cancel out to make a single vector pulling you toward the exact center of mass. So every particle pulling you down and to the left is cancelled out by a particle pulling you down and to the right, so they add up to straight down. Thus, even if there's no mass directly below you, you're still getting pulled downward.
However, if you're inside a uniform, hollow spherical shell of mass, then there are particles pulling
up on you as well as down, and in that case, all the pulls cancel out completely and you're weightless. Of course, the Earth is not a hollow shell, but the upshot is that as you descend toward the center of the Earth, you still feel a downward pull by the mass that's closer to the center than you are, but all the mass that's farther from the center acts is effectively like that hollow shell, with its gravity cancelling out so that you don't feel it. (Allowing for the Earth's lack of perfect sphericity -- this is just an approximation, a thought experiment like the impossible shaft itself.)
So at the top of the shaft, you'd feel the Earth's full gravity, but as you descended deeper and deeper, you'd be pulled on only by the mass below you, so you'd feel less and less weight the deeper you got, until you'd be weightless at the center (because you'd then be getting pulled equally in all directions by the mass of the Earth surrounding you).
Bonus factoid: If you jumped into the shaft without a rope, you'd accelerate as you fell toward the center and then decelerate once you passed it. If the interior of the shaft were a frictionless vacuum, you'd come to a stop right at the surface on the other side of the shaft, then fall back again and oscillate back and forth through the shaft indefinitely. And the time it would take to complete an entire back-and-forth cycle would be 84 minutes, which is exactly equal to the time it would take for a satellite to orbit the Earth at its surface altitude (if the Earth were a perfect sphere with nothing for the satellite to hit and no atmosphere to slow it).