They need a lot of torque to accelerate (err, "gain momentum") away from lights, and the instant torque of an electric motor is especially well suited for this.
The downside is that the heavy battery pack takes away cargo carrying capacity. Trucks are weight-limited to reduce damage to roads.
Are you serious? That's horrific...