try the turmeric and\or ginger then... or do a web search for herbs and spices that stimulate appetite.
edit -
one more thought... if you have fat to lose (even thin people may have fat to lose), and the spice stimulates your fat metabolism, your body could be just happy burning the fat... in this case, your appetite may not be stimulated as you would normally expect.