Example of an AGN in the VIPERS sample (blue) projected on to the PCA eigenspectra basis (green). The PCA reconstruction was not able to preserve the peculiarities of this rare spectrum, forcing it to resemble a typology of galaxy which is much more common within the VIPERS sample.