I'll bet it's dirt. Think about how dirty any other horizontal surface gets in a shop. Clean it until it stops changing color. I've used the Starrett cleaner, the spray from McMaster Carr, the old foaming spray can Do-All cleaner (my favorite, but I can't find it anymore), ammonia, windex...