... indeed no need to feel any guilt, you are using it as a mode of transport, would you feel guilt if you politely past a cyclist giving them a wide berth in a car? Your use of an electric bike to get around is more environmentally friendly than an electric car too.
I was wondering if those in power should push electric bikes for city transport rather than electric cars. Less congestion, less energy use etc etc.