Infrastructure developments depend on decision makers’ perceptions of the particular policy issue and a preferred future state. The complex relationship between accessibility and rural development and the long periods from problem recognition to transport infrastructure realisations bring further uncertainty into regional planning. Therefore, government and public administration tend to rely on narratives to explain the policy issue and to transfer their perspectives into the policy process. However, oversimplified narratives unduly limit the understanding of the problem and so the choice of solutions. This paper aims therefore to contribute to an understanding of the recognition of accessibility and transport infrastructure as a policy problem for sustainable regional development in rural areas. It investigates the narrative that emerges from local officials’ perceptions about a future society, reasons for sustainable growth and the collaboration at the local and regional levels in central Sweden. The analysis details the four key perspectives of the narrative: local people, work and leisure, an urban neighbourhood and public transport services. The findings stress the narrative’s lack of oversight and inclusion that accounts for societies’ heterogeneity. In particular, the analysis expounds a remarkable faceless story that conveys a prevalent lack of understanding of stakeholder needs and the role of critical infrastructure for societal development in rural areas.