The second chapter of the book of Acts tells how on the 50th day after Passover (called Pentecost), and 10 days after Jesus ascended to Heaven, Jesus' followers were gathered at the feast. While they were praying, the Holy Spirit came upon them. They began to speak in other languages (tongues).