I am not sure I understand what you mean by it will happen to us, what happened with Jews was because they rebelled against God and all that transpires in the tribulation is about God dealing his judgement and wrath on the world isn't it?
Unless I am misunderstanding you
Those that believe and teach (Historicism) dont believe that the (Two Witnesses) or (Plagues) seen below are (Literal) as they disregard giving a (Direct Response) regarding these plagues, the world seen watching, bodies being killed, a street in Jerusalem, people exchanging gifts, bodies raising to heaven, a great earthquake, (Complete Silence)
Many will claim the plagues of Moses/Aaron in Egypt were literal, but deny Revelation Chapters 11 & 16 as future literal prophets returned or literal plagues are seen?
Revelation 11:3-6KJV
3 And I will give power unto my two witnesses, and they shall prophesy a thousand two hundred and threescore days, clothed in sackcloth.
4 These are the two olive trees, and the two candlesticks standing before the God of the earth.
5 And if any man will hurt them, fire proceedeth out of their mouth, and devoureth their enemies: and if any man will hurt them, he must in this manner be killed.
6 These have power to shut heaven, that it rain not in the days of their prophecy: and have power over waters to turn them to blood, and to smite the earth with all plagues, as often as they will.
Revelation 16:1-11KJV
1 And I heard a great voice out of the temple saying to the seven angels, Go your ways, and pour out the vials of the wrath of God upon the earth.
2 And the first went, and poured out his vial upon the earth; and there fell a noisome and grievous sore upon the men which had the mark of the beast, and upon them which worshipped his image.
3 And the second angel poured out his vial upon the sea; and it became as the blood of a dead man: and every living soul died in the sea.
4 And the third angel poured out his vial upon the rivers and fountains of waters; and they became blood.
5 And I heard the angel of the waters say, Thou art righteous, O Lord, which art, and wast, and shalt be, because thou hast judged thus.
6 For they have shed the blood of saints and prophets, and thou hast given them blood to drink; for they are worthy.
7 And I heard another out of the altar say, Even so, Lord God Almighty, true and righteous are thy judgments.
8 And the fourth angel poured out his vial upon the sun; and power was given unto him to scorch men with fire.
9 And men were scorched with great heat, and blasphemed the name of God, which hath power over these plagues: and they repented not to give him glory.
10 And the fifth angel poured out his vial upon the seat of the beast; and his kingdom was full of darkness; and they gnawed their tongues for pain,
11 And blasphemed the God of heaven because of their pains and their sores, and repented not of their deeds.