238 THE FACTORS OF THE MIND conceived as moulded into sporadic masses whose forces introduce irregularities into the movements of other masses in the neighbouring spatial field; the irregularities in the spatial field are matter. The same change of standpoint, the same enlargement of our ' scope of apprehension ? till it can think in terms of complex patterns instead of isolated units, is required in psychology ; for there, as elsewhere, what the observer must look for and judge are not the spots of paint, but the picture—the canvas behind the picture remaining for ever concealed from his vision. I conclude, therefore, that in describing mental life the psychologist is driven to the same position as the physicist has reached in investigating the material world.1 Once we have left the field of applied psychology for that of psycho- logy as a pure but empirical science, we are no longer justi- fied in assuming a universe of individual ' objectsJ or stimuli acting on an individual ' subject? or mind. The objects or stimuli prove to be merely Gestalten ; so are the minds; so is the experience which the minds have of the objects. We are reduced to the study of a changing structure of relations linking two sets of systems; and these systems themselves are for the scientist simply structures of relations. Of isolated minds, then, in and for themselves, the em- pirical psychologist can know nothing; equally he can do nothing with isolated test-stimuli such as the early psycho- physicists supposed they were using; and even the relations between minds and test-stimuli can be described in their formal aspect only. Here it is that we find at once the reason and the justification for using that peculiar mode of mathematical analysis which the psychologist, like the physi- cist, has recently been led to adopt. This is why, as I have already hinted, we have been gradually driven to measure both stimuli and reactions not by single figures, but by matrices of figures : for a matrix is essentially a device for 1 This position had already been reached before the advent of relativity and quantum-theory had led to its general acceptance: e.g. by Russell (Principles of Mathematicsy 1902,1, p. 468); " The only relevant function of a material point is to establish a correlation between all moments of time and certain points of space. . . . Thus a material point may be replaced by a many-one relation." . , . ' ' \ ,.