No, the server time zone is according to the time as configured on the machine (ie the operating system). The server time zone is only shown for information it does not affect the site unless the clock on the server is not correct for the time zone it is configured for.
Times are stored in the database as UTC, and adapted to either the time zone from site settings or for authenticated users it is adapted to the user time zone in most features.
Hope that helps,
Joe