Truth is, he'd already decided. Months ago, when he first noticed Ghost's pining. (Poor bastard took long enough to figure that out, didn't he.)
When he finally pulls Soap into his office, Price tries to make it abundantly clear that the sudden transfer isn't because of anything he's done. +