The Amalekites attacked Israel without cause. They attacked the people through whom God was bringing blessing to the world. Because of this, they brought God’s lasting anger on themselves.
God can stretch out his hand to bless people. He can also stretch out his hand to judge and punish. If people refuse his blessing, they experience his judgment instead (see 1 Samuel 15).