This article is about Swedish researchers who wanted to collaboratively explore a relatively new and challenging phenomenon, social entrepreneurship, by writing an anthology together. The article emphasizes key learnings about appreciative leadership which enabled researchers not just to collaborate but also to share perspectives, and help each other develop and appreciate diverse understanding of this new field.