I think I get more aroma and sensation from it than flavor per se. But I think that works well when you are using other spices. It adds a really unique depth to the dish.
That exactly mirrors my experience.
It's also very easy to make your own five spice powder, a weird but interesting blend of star anise, fennel seed, clove, cinammon, and sichuan peppercorn.