In the Confederate's defense, they were rather blind-sided by Mengsk's full-frontal assault. In the chaos of the Sons of Korhol invasion, they might have been too greatly disarrayed turn it on, or the Psi Emitters might have canceled the effect out.
Still a deus ex machina, though.