The present disclosure describes agrochemical water immiscible solvent-in-water (e.g., oil-in-water) emulsion formulations that include one or more agrochemical active agent(s), a continuous aqueous phase containing a sulfo polymer, and a discontinuous water immiscible phase substantially homogenously incorporated in the aqueous phase, and optionally a rosin. The present disclosure also describes methods of making and using such emulsion formulations in agriculture.