Gaius also took his entire XIVth Legion and went rogue because after Emperor Solus told him not to expand further into Eorzea, Gaius went "no, I could totally handle Eorzea with this barely-understood Allagan superweapon".
Gaius's first priority has always been himself and his own beliefs. He may think he's a patriot, but his actions don't seem that patriotic.