Used when the speaker does not know or does not specify the reason for a situation; often implies a sense of inexplicability.
For some reason, the train was empty today.
Used to ask for a reason, similar to なぜ, but with a slightly more indirect or wondering tone.
Somehow, he suddenly got into a bad mood.
Why did he leave without saying anything?
Why haven't they contacted me this late?