A new probabilistic unfolding model is developed to analyze semantic space. This model operates on rating data of adjectives, which are not paired. Distance d is defined to be r-metric and related to rating probability p by p=exp(-cdβ). An example of analysis by this method shows good fit of the model to the data, which promises further investigation and development of the proposed method.