Japan is notorious for extreme work ethics.. so a high suicide rate is not surprising.

I'm don't think it's fair to make wild speculation like that without sources. It not like they haven't investigated the high (but also falling) suicide rate: https://en.m.wikipedia.org/wiki/Suicide_in_Japan