Loadings in X. Loadings are the geometrical orientation of the principal components in the multidimensional space. A loading value for each variable in X is generated from all calculated components. The loading values are assembled in the loading matrix, P. The loading matrix can be visualized in various loading plots, which show important variables and also similarities between variables.