Centipeds, do no worry about them, they are hunting other insects, larvae or eggs, they do like damp and dark areas.
The rot seems pretty well advanced if the leaves are dropping off when touched. The rot continues a bit even after removal from the mushy substrate, so that is why they are wilting even after being removed.
There could be a possibility of fungus gnat to be present in the rotting parts of the plant.