Trim the elevator for a slower airspeed. Trims are adjustable, so adjust them. Flying around at full throttle (i.e. faster) requires a different elevator trim setting compared to slow flight / final approach airspeed. Adjusting the trim is much easier than trying to hold the elevator stick in some other position than neutral.

Kurt