Generally, I don't soak wood chunks before putting them on the charcoal in my bullet smoker. But I do soak wood chips for the smoker box on the gas grill.
I soak if I’m cooking over coals. I dint think I’ll soak in my electric smoker. Get the smoke going early as possible when it makes the greatest impact