found this while looking up some stuff for my project. thought it my be relevant to yours.
The Beautiful-is-Familiar effect
Psychologist BenoƮt Monin reports a series of experiments in which subjects, looking at photographs of faces, have to judge whether they have seen those faces before. It is repeatedly found that attractive faces are more likely to be mistakenly labeled as familiar.[8]Monin interprets this result in terms of attribute substitution. The heuristic attribute in this case is a "warm glow"; a positive feeling towards someone that might either be due to their being familiar or being attractive. This interpretation has been criticised, because not all the variance in the familiarity data is accounted for by the attractiveness of the photograph.
Oooh thank you Alex! It's actually in one of the journals I read, but it wasn't in much detail so this very helpful :)
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