I’m temporarily in Japan but normally live in another country; can I apply for an Irish passport here?

No, you must apply in the country you are normally resident in. You should only apply to the Embassy of Ireland in Tokyo if you reside in Japan, or in the case of a lost/stolen passport while visiting here.