It looks like the wealthier and more powerful the society is, the more evil

I wouldn't call this evil, what happens is its corruption is more noticeable and have a stronger impact in the world, but this happens in every country there is on Earth, in fact, nowadays poor countries are mostly poor because of their local corruption and their anti freedom politics, but since they are small almost no one notices it and much less pay attention to what happens in them.