Short answer
When it rains, you can visit museums, churches, and indoor markets, or enjoy local cafes and restaurants. Hot springs and thermal baths are especially pleasant in cooler, wet weather. Some tours, like whale watching, may still operate but check conditions. It's also a good time to explore volcanic caves or take a scenic drive.
General information, not legal or tax advice. Rules and amounts change: confirm with official sources.