It's still there. You just need to look 'East'.
May I make a recommendation? The Catholic Church is both Western and Eastern. As most of us realize, the Church began in the East. Our Lord lived and died and resurrected in the Holy Land. The Church spread from Jerusalem throughout the known world. As the Church spread, it encountered different cultures and adapted, retaining from each culture what was consistent with the Gospel. In the city of Alexandria, the Church became very Egyptian; in Antioch it remained very Jewish; in Rome it took on an Italian appearance and in the Constantinople it took on the trappings of the Roman imperial court. All the churches which developed this way were Eastern, except Rome. Most Catholics in the United States have their roots in Western Europe where the Roman rite predominated. It has been said that the Eastern Catholic Churches are "the best kept secret in the Catholic Church."
The Vatican II Council declared that "all should realize it is of supreme importance to understand, venerate, preserve, and foster the exceedingly rich liturgical and spiritual heritage of the Eastern churches, in order faithfully to preserve the fullness of Christian tradition" (Unitatis Redintegrato, 15). Pope John Paul II said that "the Catholic Church is both Eastern and Western."
Check your local community at the following link and look into attending an Eastern Catholic Liturgy (not to be confused with the Orthodox Church).
Eastern Catholic Churches in the U.S.
The Eastern Catholic Rites retain the rich heritage of our church, without the "novelties" introduced into the Novus Ordo liturgy. Incense is used throughout.
I attend a Maronite Catholic Church. The Consecration is in Aramaic, using the words and language of our Lord at the Last Supper. Communion is ONLY distributed by the priest. It is by intinction (the priest dips the consecrated host into the Precious Blood) and is ONLY received on the tongue. The priest administers communion with the words: "Receive the Body and Blood of our Lord Jesus Christ, for the remission of sin and eternal salvation".
A Roman Catholic may attend the Divine Liturgy at any Eastern Catholic Church. You can learn more about the 22 different liturgies at this link:
"... look into attending an Eastern Catholic Liturgy (not to be confused with the Orthodox Church)."
I should say not! Hurumph! :)