We used high-level configural aftereffects induced by adaptation to realist
ic faces to investigate visual representations underlying complex pattern p
erception. We found that exposure to an individual face for a few seconds g
enerated a significant and precise bias in the subsequent perception of fac
e identity. In the context of a computationally derived 'face space,' adapt
ation specifically shifted perception along a trajectory passing through th
e adapting and average faces, selectively facilitating recognition of a tes
t face lying on this trajectory and impairing recognition of other faces. T
he results suggest that the encoding of faces and other complex patterns dr
aws upon contrastive neural mechanisms that reference the central tendency
of the stimulus category.