Margaret Floy Washburn, Sarah Louise Grose, Voluntary Control of Likes and Dislikes; The Effects of an Attempt Voluntarily to Change the Affective Value of Colors, The American Journal of Psychology, Vol. 32, No. 2 (Apr., 1921), pp. 284-289
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Washburn et al. (1921) studied this question.