Journey to the centre of the Earth

If I went on a trip to the centre of the Earth, would I become weightless when I got there? With (relatively) equal amounts of mass surrounding me in every direction, the resulting gravity waves should cancel each other out, shouldn’t they?

Yes.

Wear a light suit. It’s warm down there.