Yes. When your rule is based on seizing wealth and power you'll keep doing that perpetually so you don't lose your place in the ruling class. The fact that they did that is more consistent with the Marxist notion that human "nature" is shaped by the material conditions they're born into.
Meanwhile, the vast majority of peasants of that time fully accepted and even embraced their position due to all the religious brainwashing. Most had no real aspirations of power (supposedly despite their nature to desire power) because they've been taught their whole life that it's better for that to be taken care of by someone else that "God" supposedly chose. If anything, our uncritical acceptance of our place within capitalism is closer to what the serfs thought.