It is widely acknowledged that poor government policy performance undermines public trust in government. However, there has been insufficient study of how citizens attribute responsibility to different levels of government within an authoritarian unitary context. Inquiry is needed to assess the ways government performance in various policy domains affects central–local political trust. This study uses the case of China to addresses these questions. Results show that, in particular, local governments risk losing public trust for corruption. Nevertheless, the central government loses public trust due to unsatisfying economies. Both local and central governments lose public trust for poor performance regarding environmental protection, food safety problems, public health, and primary/middle school education. The central government cannot always avoid blame, depending on different policy issues. The results indicate that the perceived administrative responsibility of different levels of government affects citizens’ evaluations of the performance of the central and local governments as well as their political trust.