John Wilkes Booth assassinated President Lincoln primarily because he thought Lincoln was too easy on Southerners and was angry about the Confederate defeat. Booth was a Confederate sympathizer, and his actions were motivated by a desire to avenge the South and what he saw as Lincoln's betrayal. Therefore, the most accurate reason from your options would be:
Booth thought Lincoln was too easy on Southerners.