Drew, What version of ArcGIS Server are you on? I just tested your inputs with 10.11 and did not get that issue.
Andrew, I missed the geodesic part... I do get the same results. The question is do you need geodesic when the buffer is 100 meters?...
This appears to be fixed in ArcGIS Server 10.2.
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