The literature documents the empirical fact that expectations and valuations of assets, whether based on prices or returns, differ. We explore the cognitive foundations of this discrepancy by developing a model that explains such a gap. Within this framework, we estimate the coding noise that arises from expectations and valuations based on prices and returns. These findings have valuable implications for understanding how investors form expectations.