According to Matthew 27:50-51, there was indeed an earthquake when Jesus died on the cross. "And, behold, the veil of the temple was rent in twain from the top to the bottom; and the earth did quake, and the rocks rent; And the graves were opened; and many bodies of the saints which slept arose,"