To a vehicle traveling 35-45 mph there's scant difference between a cyclist going 12 or 20 mph. I understand the feeling safer bit, but relative to the car neither will make you safer than the other. Go at a comfortable pace and go fast when you want to go fast. Also remember this ... the slower you go, the faster they get around you.