This paper analyzes the emergence of new technology-based sectors at the regional level focusing on nanotechnology, an infant technology whose evolution can be traced on the basis of patent application filings. We employ a methodological framework based on the �product-space� approach, to investigate whether the development of new technologies is linked to the structure of the existing local knowledge base. We conduct a 15 EU country analysis at NUTS 2 level using patent data for 1986�2006. The results of the descriptive and econometric analysis support the idea that history matters in the spatial development of a sector, and that the technological competences accumulated at the local level are likely to shape the future patterns of technological diversification.