How about it being due to a change in the balance of forces?
In most helicopters, the rotor is aft and (well) above the CG - this is the main source of the lift and thrust forces. Reducing the lift force but not the thrust (forward tilt) force will upset the balance of forces, and in an attempt to re-establish equilibrium, the nose will drop.