This is an illegal pitch. See ASA rule 6-3-A.
"The pitcher must not make any motion to pitch without immediately delivering the ball to the batter."
The penalty: All runners are advanced one base and a "ball" is added to the batter's count.
The result of this play would be one run scored, runners at second and third and the batter remains at bat with a 3-2 count.