Some context that's helpful to answer this question:
Flogger is the logging API that defines the code you use in your application (as in your example above with log.atInfo().log...).
The logging backend is the code that takes the log entries and shuffles them off to your console, log files, etc. This code is generally what's responsible for the formatting and display of your log files (specifically, the format that you want to change).
Unless your application is specially configured, the default logging backend that Flogger uses is the one built into Java, aka Java Util Logging.