Middle finger in the eye, thumb under the lip. Its also how I hold em' when I fillet except the reverse with the thumb in the eye. Thats how we held them when I used to gill net for Cod.
Grab by the lower lip -- either with the thumb and forefinger or the hand(s) depending upon how big they are ... then provide a supporting hand under their belly to support their organs.