If the statement if I'm hungry then I am not happy is assumed to be true is its inverse if I'm not hungry then I must be happy also always true?

It is not always true. That is because your happiness does not necessarily correspond to your hungriness. An explanation, you might be unhappy while not being hungry, since unhappiness can also come from other sources.