Besides more recent events several hundred years ago Japan also tried to invade Korea under Tokotomo Hideyoshi. Japanese Imperialism has a bit of history to it that makes Koreans uncomfortable given the peninsula has been under constant conquest by its neighbors for at least a thousand years now.