The Founding Fathers and early US Presidents believed that and took it for granted. Senator Stephen Douglas in 1860: “I am in favor of executing in good faith every clause and provision of the Constitution and protecting every right under it - and then hanging every man who takes up arms against it!”
You said secession was unconstitutional. Again, show me where in the U.S. Constitution of 1861 where it states secession is unconstitutional.