> why wouldn't a lower level colleague not want a senior helping them avoid potholes in the road

Because they become much more influential in a shorter time, if they make a coup d'Etat by paving a completely new road, now they are the new road master. The old potholes are gone so they don't have to worry about those, and the new potholes are still unknown and yet to be discovered.