3D PC components under various projections. The underlying color maps show the density distribution of data points with the PCA calculated from the original mock sample with σ = 0.15 dex and the contours of the density distribution of the perturbed sample but with the PCA loadings of the original one. The change of orientation of the PC decomposition introduced by the perturbation is evident, especially in the upper right panel.