Technically I think deep state started in 1913 with creation of the Federal Reserve act. The founding fathers abhorred (regard with disgust and hatred) a central bank. The Congress gave control of our money to the global banking industry.
You could say the deep state has been getting “found out” lately, just like slave owners were eventually “found out” and couldn’t continue their old status quo.