This is not the argument of the federalist papers. They argue for a government with powers commensurate to its objects. They discuss at great length the dangers of a government being too weak, namely that it forces a series of usurpations because its the only way to get anything done.
> They warned of tyranny of the majority
Nor is this the argument of the federalist papers, for much the same reasons above. Madison and Hamilton are quite explicit that majority rule is the only way to have a functional government, and that the alternative will only lead to dysfunction and the need to seize more power to break the resulting logjams.
"The inference to which we are brought is that the causes of faction cannot be removed and that relief is only to be sought in the means of controlling its effects.
If a faction consists of less than a majority, relief is supplied by the republican principal, which enables the majority to defeat its sinister views by regular vote."
Madison goes on to discuss the difficulty of the situation in which faction encompasses the majority, which is likely what you're referring to. But he is VERY explicit that majority rule is one of the primary weapons against faction, and the discussion of the failures of articles of confederation and historical leagues and confederacies that occupies multiple papers makes clear that lack of majority rule is one of the great enablers of faction.
The concentration of power has happened slowly over time but nonetheless it has happened. Now we have a federal government that has legal authority to demand compliance on a range of issues that it doesn't have Constitutional authority to demand.
Can you say more about that? They warned against faction but political parties developed pretty quickly and had the harmful effects Hamilton warned against.