His State left the Union. Had he continued to serve in the United States Government, he'd have been a traitor to his State, unless he moved away and abjured his Mississippi citizenship.
As it was, his U.S. citizenship lapsed with Mississippi's secession from the Union.
There was no rebellion and no insurrection.
Correction, his state attempted to leave the Union.
Did any foreign power recognize it as a separate state?