Acts 5 (KJV)

29 Then Peter and the other apostles answered and said, We ought to obey God rather than men.
30 The God of our fathers raised up Jesus, whom ye slew and hanged on a tree.
31 Him hath God exalted with his right hand to be a Prince and a Saviour, for to give repentance to Israel, and forgiveness of sins.

32 And we are his witnesses of these things; and so is also the Holy Ghost, whom God hath given to them that obey him.
33 When they heard that, they were cut to the heart, and took counsel to slay them.


God gives the Holy Spirit to those who obey him.  This happens after you are already following Christ and after you are baptized into the Holy Spirit and water (into The Father, Son and Holy Spirit). ~ Karmen
see - John 3 (KJV) 5-6 John 3 (KJV) and Matthew 28 (KJV) 19 Matthew 28 (KJV)

34 Then stood there up one in the council, a Pharisee, named Gamaliel, a doctor of the law, had in reputation among all the people, and commanded to put the apostles forth a little space;
35 And said unto them, Ye men of Israel, take heed to yourselves what ye intend to do as touching these men.
36 For before these days rose up Theudas, boasting himself to be somebody; to whom a number of men, about four hundred, joined themselves: who was slain; and all, as many as obeyed him, were scattered, and brought to nought.
37 After this man rose up Judas of Galilee in the days of the taxing, and drew away much people after him: he also perished; and all, even as many as obeyed him, were dispersed.
38 And now I say unto you, Refrain from these men, and let them alone: for if this counsel or this work be of men, it will come to nought:
39 But if it be of God, ye cannot overthrow it; lest haply ye be found even to fight against God.

See Gamaliel

40 And to him they agreed: and when they had called the apostles, and beaten them, they commanded that they should not speak in the name of Jesus, and let them go.
41 And they departed from the presence of the council, rejoicing that they were counted worthy to suffer shame for his name.
42 And daily in the temple, and in every house, they ceased (discontinued the idea)  not to teach and preach Jesus Christ.