Listen to Christmas Is a Feeling in Your Heart online. Christmas Is a Feeling in Your Heart is an English language song and is sung by Johnny Mathis. Christmas Is a Feeling in Your Heart, from the album The Most Beautiful Christmas Carols, was released in the year 2016. The duration of the song is 3:05. Download English songs online from JioSaavn.