Does a lean mixture result in a higher cylinder temperature for a given power setting?
To oversimplify, you could say it's because when you are rich of peak you are getting temperature reduction from too much fuel.  When lean of peak you are getting temperature reduction from too much air.  Watch this guy's youtube video seminars.  They are a treasure.