I think you are actually
envious, not jealous, but anyway: I'm not sure I'd go so far as to say "bitter", but whenever I see a cyclist and I'm in my car, I frequently get a twinge, wishing I was out there too.
EDIT: cc_rider beat me to the grammar lesson