Because katsu means cutlet, a thin slice of meat. Tonkatsu for example is pork cutlet.
"The cutlet was introduced to Japan during the Meiji period, in a Western cuisine restaurant in the fashionable Ginza district of Tokyo. The Japanese pronunciation of cutlet is katsuretsu.
In Japanese cuisine, katsuretsu or shorter katsu is actually the name for a Japanese version of the Wiener schnitzel, a breaded cutlet. Dishes with katsu include tonkatsu and katsudon."