The batteries are charged also in series mode, probably at a higher rate than in parallel mode at slow speed.
What you are seeing is the momentary fuel consumption.
If you go for a while, the ICE will shut down. At lower speeds, I think the ICE will be active for 1/3 of the distance or less...