It was much worse than that. They even tried to create Utopia during their Reign of Terror. Heck that probably WAS the Reign of Terror.
The French Revolutionaries were early Communists. They believed in a planned society, and in the perfectibility of man. The problem with striving for the perfect utopia is that it provides an excuse to unleash Hell upon any who stand in the way of the Great Plan.