Presumably you have changed your car from that shown in your profile?
I use the EV mode very successfully, every morning leaving the house in "stealth mode". It doesn't deactivate until I reach approx 20 mph or the battery has been depleted. Also use it in car parks, great for startling pedestrians! 😎
Yes, it requires a gentle foot on the accelerator, it's just practice...