I'm not good at discerning or describing scents and my smeller's probably shot due to a former cigarette habit of many years. I do notice the amber (another favorite aroma) and some spiciness I assume is the clove, maybe some cedar, but no piney notes. Your mileage may differ, of course. Overall I like it though I can't say I find it particularly autumnal, other than most fall scents are usually spicy one way or t'other.
Here's a brief video showing the nifty shade I got with it.