Same reason they show close ups of characters shifting or using the e-brake in situations where there's no reason to do either. It's shot to be exciting and stimulating, and silence just doesn't do that the same way.
There are points in the scene where the bike sounds more like a futuristic electric vehicle and other times where it sounds like a gas engine. It's kind of funny if you listen for it.
