You can make similar kinds of videos for all 3 of them. That video shows a divergence free field since number of particles aren't changing, I easily see that since I know the intuitive explanation for divergence, it is useful to have intuition for those things.
Gradient is just the equivalent of slope but for higher than 1 dimension.
Edit: Or no, that field has divergence, I'm dumb I didn't watch the start, many particles accumulate at a few points, that is due to divergence. Divergence is essentially areas that attracts or repels particles in that simulation.
Note: This series (Multivariate calc on Kahn Academy) is done by Grant Sanderson of 3Bl1Brown. It's outstanding, and goes over the concepts related to how the article here describes the fields.