In Sweden, as in Western countries generally, most preschool teachers are women. This fact sometimes leads to the assumption that preschools are "feminine", and that this might be bad for boys. We challenge this assumption. Using a gender critical approach we have studied preschool student teachers. "Femininity" might be used as a rhetorical and demeaning stereotype by them. Women and femininity however, are not interchangeable concepts. Failure to acknowledge this can pave the way for subtle sexism against girls and women. Our argument is supported by ethnographic observations and interviews with student teachers. By means of a Foucauldian genealogical analysis we uncover the conditions of possibility for two long-lasting feminine stereotypes. One stereotype argues that young girls should never fuss. The other claims that women are chattering gossipers. Our study shows that these archaic notions persist in Swedish preschool teacher training, despite its long tradition of work for gender equality.