The change in morphology and behavior of a eosinophil resulting from exposure to a cytokine, chemokine, cellular ligand, or soluble factor, leading to the initiation or perpetuation of an immune response. [ GOC:add http://openisbn.com/search.php?q=0781735149&isbn=1/ ]