Why is Jesus portrayed and remembered in a state of suffering?

My observation of Christianity is that Jesus Christ is portrayed, worshiped and promoted in his state on the cross: suffering, crucified, having wounds. I don't see what sense this makes. This seems like a form of sadism. Why is he not portrayed healthy? Why aren't his good deeds before the last supper remembered instead?