They will look something like
log4j: Retreiving an instance of org.apache.log4j.Logger.
log4j: Setting [Myclass] additivity to [false].
log4j: Level value for Myclass is [DEBUG].
log4j: Desired Level sub-class: [org.apache.log4j.Level]
log4j: Myclass level set to DEBUG
log4j: Class name: [org.apache.log4j.ConsoleAppender]
log4j: Setting property [target] to [System.out].
log4j: Parsing layout of class: "org.apache.log4j.PatternLayout"
log4j: Setting property [conversionPattern] to [%-5p %m%n].
These are the debug information from the logger itself. If you are using the XML config it looks like this:
log4j:configuration xmlns:log4j="http://jakarta.apache.org/log4j/" debug="true"
Turn the debug to false.