In today's issue of Science,
http://science.sciencemag.org/content/351/6277/1074

Goal-directed human behaviors are driven by motives. Motives are, however,
purely mental constructs that are not directly observable. Here, we show
that the brain’s functional network architecture captures information that
predicts different motives behind the same altruistic act with high
accuracy. In contrast, mere activity in these regions contains no
information about motives. Empathy-based altruism is primarily
characterized by a positive connectivity from the anterior cingulate cortex
(ACC) to the anterior insula (AI), whereas reciprocity-based altruism
additionally invokes strong positive connectivity from the AI to the ACC
and even stronger positive connectivity from the AI to the ventral
striatum. Moreover, predominantly selfish individuals show distinct
functional architectures compared to altruists, and they only increase
altruistic behavior in response to empathy inductions, but not reciprocity
inductions.

Evidently based on subject self reporting "with high accuracy".

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