If you imagine a 3D grid around a massive object, it will distort and bunch together toward the massive body.
Any arbitrary 2D slice of this 3D grid (taken through the center of the massive body) will look the same, and appear as if you were looking straight down on the 2D sheet visualization.
In 3D the “gravity well” is the same as in the 2D visualization, except “downhill” is “toward the center” instead. It’s omnidirectional.
Yes, it’s only an analogy and doesn’t capture the full complexity, but it’s still a good analogy.
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