It seems unlikely that these men would have been willing to suffer so intensely and give up so much if they themselves did not sincerely believe in the truth of what they were professing. Reasoning it out, what would have been the Apostles' motivation for making up a new religion if it meant that they had everything to lose but nothing in this world to gain?
