It was actually seeking to overthrows the government, and it was treason from the eyes of the British. If the British had won, likely every one of the signers of the Declaration of Independence would have been hanged or worse.
If you want to change the way things are inside the system vote, organize, protest. But actually seeking to overthrow the government is opening a whole can of very, very bad things.