For anyone vaguely familiar with social science research in this area, it maybe shouldn't be surprising to often see such a pattern of ideological shift in real world examples, from revolution to post-revolution. It's not necessarily difficult to argue that those seeking change and improvements, reform and revolution might tend to be those who are more radical, socially liberal, and progressive. Presumably in most cases, the early revolutionary activists, organizers, and leaders would disproportionately, though not entirely, fit such a description. But I'm open to counter-arguments.
To my mind at least, this seems to be common sense. And one could argue that it's confirmed by the research on the relationship between ideology and personality. It can be understood through the strong and well-established correlations of liberalism, openness to experience, fluid intelligence, original problem solving, intellectual curiosity, exploratory behavior, adventurousness, perspective shifting, pattern recognition, tolerance for cognitive dissonance, cognitive empathy, compassion, (uncertainty and ambiguity), cognitive complexity, cognitive empathy, etc (Xiaowen Xu, et al, Beyond Openness to Experience and Conscientiousness: Testing links between lower-level personality traits and American political orientation).
These are generally what people think of as social liberalism and liberal-mindedness, even among people who don't identify as 'liberal'. The key component would be the personality trait 'openness to experience' (i.e., being fine with the new and different), as constrasted to 'conscientiousness' that's linked to conservatism. As William F. Buckley put it more prosaically and famously, “A conservative is someone who stands athwart history, yelling Stop, at a time when no one is inclined to do so, or to have much patience with those who so urge it.” To put it in context, there is a reason conservatives aren't prone to revolution, although they'll occasionally join a revolution and co-opt it; such as explained by Peter Turchin's theory about how surplus elites become counter-elites and cause intra-elite competition (End Times). That complicates matters a bit.
As for an extreme example of 'openness', consider that white liberals are the first US demographic to measure high on a pro-outgroup bias, as discussed by Zachary Goldberg (The American White Savior Complex; & Explaining Shifts in White Racial Liberalism: The Role of Collective Moral Emotions and Media Effects). That is to say that fewer of them identify with an exclusive and exclusionary social identity of being 'white', 'liberal', or 'American'. Quite the opposite, they specifically and most strongly uphold the rights and value of those typically deemed as outsiders within the thought of both conservatives and the establishment, which is what defines their ideological identity.
As the leading voice of the American Revolution, Thomas Paine would be a case in point (the first woke liberal and SJW?), when he not only claimed to be a "citizen of the world" but actively sought to spread revolution around the world, along with seeking to promote the rights of women and blacks. Whereas those who gained power in the new United States were without a doubt far more conservative and, in some instances, violently suppressed further revolt. For example, President George Washington, as a counter-elite treated as second class aristocracy, joined the American Revolution only to later put down the Whiskey Rebellion. As a result of reactionary backlash, after the US Constitution was established, fewer Americans had the right to vote than under the British Empire; not to mention revolutionary suffragism and abolitionism were quashed. A conservative mood took over for some generations before social unrest broke out again preceding the American Civil War.
So, for those who don't share the above liberal-minded traits, they'd more likely have been satisfied under the previous status quo and would more likely fear instability and disorder, in that they'd unlikely join a revolution or only do so under reluctance. And those same kinds of people who want to maintain order over all else will be those most motivated to seize power and re-establish order again, either during the revolution or after it is over. That would match the well-established link between right-wing authoritarianism, social conservatism, group conformity, conventionalism, and fundamentalism; all negatively correlated to 'openness'. It also fits in with those high in social dominance orientation seeking power and, when lacking, seeking to create high inequality. The leveling of revolutions tend to be reversed over time, and eventually the pattern repeats (Walter Scheidel, The Great Leveler).
From the Russian Revolution to the Soviet Union, this was seen with the radical Bolshevism replaced by socially liberal Leninism that in turn was replaced by socially conservative Stalinism. Roger Pethybridge has written about this in his academic writings: Stalinism as Social Conservatism?, The Social Prelude to Stalinism, and A History of Postwar Russia. And as noted, a similar pattern was seen with the American Revolution. I'm not sure there has ever been a thorough study to see that the same observations can be made in all or most cases, but it would be harder to imagine the opposite pattern where a conservative revolution that led to a liberal society. If such an example exists, it would make for an intriguing case study, as it would appear to be extremely unusual.