Listen to Happiness Is A Thing Called Joe online. Happiness Is A Thing Called Joe is an English language song and is sung by Gene Ammons. Happiness Is A Thing Called Joe, from the album At High Altitude, was released in the year 2017. The duration of the song is 2:46. Download English songs online from JioSaavn.