The first two photos have had a strong increase in contrast applied via a pronounced S-curve. The black and white image is far more effective.
The second two images have had a low-key treatment using a curves adjustment to shift the brightness range downwards. Again the black and white version is a more pleasing image. Black and white gives more latitude to interpret a scene.