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I've written a little program to find out. It works by extracting the comments from the source code and feeding them into Synesketch, a textual emotion recognition and visualization engine. The program ignores documentation comments, because those are written for public consumption. I'm only interested in the comments used for private communication between team members. Here's some results for well-known open-source Java programs.