It is almost always the colonels that lead or attempt to lead a coup. Ever notice that?
Colonels or junior generals. Napolean was a major general when he overthrew the Directorate in Paris. Senior generals are always loyal to the regime, even if they personally despise the leadership. They have everything to lose and not enough to gain.