4o8 THE FACTORS OF THE MIND more technical name, we may call it a factor for euphoria. Actually however, the only coefficient of any considerable size Is that for £ sorrow ' ; and I believe the true inference to be drawn is that two persons labouring under recent grief happened to find a place in this group at the time the estimates were made. Since the group here described was small and deliberately chosen for illustrative purposes, no great weight could be attached to these points of agreement if they stood alone. Miss Knowles and others, however, have correlated and factorized assessments for much larger groups of our students, and have apparently reached very similar conclusions. Their larger tables will be found in their theses. It will be as well to repeat that the factors thus demonstrated are, in the first instance, statistical components only : they are not psychological, physiological, or biological causes as such. It is perhaps possible that (as the more enthusiastic advocates of the method have claimed) the * types discovered by factor-analysis ' may be * at bottom constitutional types, part of the individual's glandular inheritance ?; but if so, factor-analysis alone could not demonstrate it. It has even been suggested that ' the extraverted temperament? may be c due possibly to one gene and the intro- verted to its absence ' : I agree that the underlying conditions may, in part, be inherited as a c Mendelian factor/ and have, indeed, given reasons for the belief ; *• but the characteristics of individuals as we observe them can be related to * Mendelian factors ' only in a very indirect and complex way : our statistical6 factors ' are factors of a very different kind. Whether or not the groupings suggested by our crude data are at bottom partly the outcome of simple biological or biochemical causes, the statistical factors that express those groupings are, as we have seen, descriptive and predictive factors rather than causal factors : they seek merely to offer a quantitative picture of an individual personality, and to forecast his probable behaviour under various emotional stimuli. A different set of factors could easily be extracted which would describe the data almost as well: but for purposes of prediction they would be less simple, less convenient, less economical, and less accurate. What James wrote nearly forty years ago still remains true : " If we seek to place the emotions thus enumerated into groups, according to their affinities, all sorts of groupings would be possible—equally real and true. The reader may class the emotions as he will—as sad or joyous, sthenic or asthenic, natural or acquired, egoistic or non-egoistic, organismally or environmentally initiated, and what more besides. The only question would be—does this grouping or 1 Eugtnics Review, IV (1912), ii, pp. 189 et se^ Cf. pp. 8, 377, above.