Recent work in feminist and postcolonial rhetoric demonstrates various meanings of silence. Listening rhetorically in order to comprehend silences is particularly difficult in scientific contexts, I argue, because the common ground for scientific discourse assumes a culture of disclosure. Rhetorical listening is also important to science because listening accounts for silence as well as disclosure, and so maximizes the diversity in recognized perspectives that provides scientific objectivity.