Do you go directly to Heaven or Hell when you die?

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I always thought that you lay in the grave until the return of Jesus and then the dead in Christ rise first then the lost rise. I was listening to Mary K. Baxter on spiritlessons.com and her and all the people who witness on there speak of going to one place or the other immediately after death. there was one man that was an Aethiest and he died of heart failure. When the doctor brought him back he started screaming "don't let me die, don't let me go to hell again!". He tells of what he saw and heard and now he is a Christian. It is confusing to me and I would like sincere Christian points of view.