It is not a SLF4J issue, if at all. 

>From http://logback.qos.ch/manual/layouts.html#ClassicPatternLayout "%class
outputs the fully-qualified class name of the caller issuing the logging
request."

You might want to change the pattern to %logger instead of %class.