We study the spatial structure of wave functions with exceptionally high local amplitudes in the Anderson model of localisation. By means of exact diagonalisations of finite systems, we obtain and analyse images of these wave functions: we compare the spatial structure of such anomalously localised states in quasi-one-dimensional samples to that in three-dimensional samples. In both cases the average wave-function intensity exhibits a very narrow peak. The background intensity, however, is found to be very different in these two cases: in three dimensions, it is constant, independent of the distance to the localisation centre (as expected for extended states). In quasi-one dimensional samples, on the other hand, it is redistributed towards the localisation centre and approaches a characteristic form predicted in [A. D. Mirlin, Phys. Rep. 326, 249 (2000)].Statistical properties of physical observables in disordered electronic quantum systems have attracted considerable interest in the last decade. In such systems, quantum interference may cause the (non-interacting) conduction electrons to localise 1 . In three dimensions (3D), this Anderson localisation occurs when the disorder strength exceeds a critical value. Beyond this value (which depends on the Fermi energy and the symmetries of the system), electron wave functions are confined to a limited spatial region of the sample.In the metallic regime, on the contrary, wave functions typically spread over the whole sample, and they contribute to electron transport. However, some wave functions show localised behaviour even in this weakly disordered regime (these are so-called anomalously localised states, abbreviated as ALS in the following). This leads to a non-zero, albeit small, probability of observing exceptionally large wave-function amplitudes, often in the form of a log-normal distribution function of wavefunction intensities. ALS in electronic conductors have been studied intensively in recent years, using the socalled diffusive non-linear sigma model (DNLSM) 2,3,4 . An overview of the main results and predictions based on the DNLSM is given in Ref. 6. Moreover, possible complications due to non-diffusive, so-called ballistic effects on length scales smaller than the mean free path are discussed. As was pointed out in Ref. 8, these may modify the predictions of the DNLSM (see also Refs. 9 and 10). ALS are expected to occur in lower-dimensional disordered systems, too, when the disorder is weak.These interesting analytical results have motivated a number of numerical studies: in Ref. 7, for example, log-normal statistics of wave-function amplitudes in two-dimensional (2D) conductors near the delocalisationlocalisation transition was observed. In Ref. 11 it was confirmed that as the disorder is reduced to reach the weakly disordered regime, the distribution function remains log-normal. It has, however, not been possible to resolve a discrepancy (between the DNLSM 5,6 and the so-called direct optimal fluctuation method 8 ) in the prediction of the parameters ...