The event that caused additional southern states to secede from the United States was the Confederate attack on Fort Sumter in South Carolina on April 12, 1861. This attack marked the beginning of the Civil War and prompted states like Virginia, North Carolina, Tennessee, and Arkansas to secede from the Union and join the Confederacy.
