Those “people” were organized into “states”. But, either way, the constitutional contract has been breached.
The people of the United States did provide for a process by which their Constitution could be amended and even gave state governments a role in that process. The first legal step toward any secession requires an amendment to the Constitution to provide for the proper means by which there can be any legal "secession."