Acknowledgements: We thank D. Sumpter for important contributions to the conceptualization of the artificial selection procedure. We thank A. Rennie, E. Trejo, M. Amcoff and A. Boussard for help with fish husbandry. This work was supported by the Knut and Alice Wallenberg Foundation (102 2013.0072 to N.K., and K.P.), the Canada 150 Research Chair Program, and the European Research Council (680951 to J.E.M.), the Swedish Research Council (2016-03435 to N.K., 2017-04957 to A.K., and 2018-04076 to J.H-R.), and the Whitten Lectureship in Marine Biology, University of Cambridge (to J.H-R.).Funder: Whitten Lectureship in Marine Biology, University of CambridgeFunder: Canada 150 Research Chair ProgramOne of the most spectacular displays of social ...