Jap is a racial slur used against the Japanese in WWII. It has unpleasant memories undoubtedly because of the internment camps that all Japanese were herded up and put in. It's like calling Germans Krauts. I would also point out that Negro is just Spanish for black.

I am the Doctor, and THIS... is my SPOON!