I went to the Consulate General of Japan again. The application fee is $37, which is cheaper than to apply it in China. It seems like different country has different rate. Japanese Visa is pretty beautiful. I started finding that collecting different counties visa is such a fun thing because a country visa can present a country's character in some perspective. Should go around the world in the future.