When assessing the spatial performance of a sound reproducing system, knowledge of the dimensions forming the perceived spatial impression is important. In this search, methods from the behavioral sciences have to be considered. This paper describes an analysis of an earlier experiment, inspired by aspects of the Repertory Grid Technique, which focuses on finding common patterns among a group of subjects.