I was once told of this expression: It doesn't matter whether the rock hits the egg or the egg his the rock. The egg will break.

If you are the egg, either get out or prepare to suffer (#4). It looks like in this case the CTO feels he/she is the egg and a wrong choice has been made.

If "it is definitely happening" then I would suggest #3, find another job and be merry :)