I think it's more the fact that Roger traveled the whole world and discovered this Earth-shaking secret for basically just his bucket-list
He was laughing cuz to the rest of the world, the treasure is amazing and would change their lives
But it wouldn't/didn't change a damn thing for him & he knew that