A common assumption of theories of memory is that the meaning of a word can be represented by a vector which places a word as a point in a multidimensional semantic space (e.g. Landauer & Dumais, 1997; Burgess & Lund, 2000; Osgood, Suci, & Tannenbaum, 1957). Representing words as vectors in a multidimensional space allows simple geometric operations such as the Euclidian distance or the angle b...