To review some basic linear algebra, a vector is, at heart, just a list or array of numbers. So As You Like It is represented as the list [1,114,36,20] (the first column vector in Fig. 6.3) and Julius Caesar is represented as the list [7,62,1,2] (the third column vector). A vector space is a collection of vectors, characterized by their  dimension.