Yesterday I wore my neon-green jersey, and a train conductor asked (jokingly) if I could please turn that thing down a bit. It is quite vibrant, but I've definitely noticed drivers looking twice at me where before they would've just turned without a second glance. I also feel more confident knowing I'm very visible, which I think makes a big difference in how you ride.