The space around the flower is not empty, it is so busy it distracts from the main subject. Also the flower itself looks rather messay, would have been better showing the hart of the flower.
This is a beautiful flower... The lighting seems a bit awkward for me though. The negative space concept isn't working well for me here because of the contrasts between the darkness in the background and the leaves. - jmsetzler