Why is everyone talking about storing data in a presentation format rather than an unambiguous format? Just because it's a log doesn't mean it's not a type of data that should be stored appropriately.
Because integer (milli/nano)seconds since epoch isn't a human-readable format, and logs need to be read by humans, particularly under stressful conditions.