Opposite is true. Heavier arrow absorbs more energy leaving less at your hand. Also...you have it backwards. The recoil jumps forward not backward. The lighter the arrow the more recoil as there' s a greater gap in the coefficients with a reduction in arrow weight. All else being equal
And...what WWAG said too