“…Multivariate approaches have recently been employed to characterize within-category distinctions in neural population responses (Cohen et al, 2017;Kriegeskorte & Kievit, 2013;Kriegeskorte, Mur, & Bandettini, 2008;Norman, Polyn, Detre, & Haxby, 2006). While most prevalent in studies of the ventral visual stream (e.g., Haxby et al, 2001, several fMRI studies of adults have used multivariate methods to discover features of mental states that evoke distinct patterns of activity in ToM brain regions (Carter, Bowling, Reeck, & Huettel, 2012;Koster-Hale, Bedny, & Saxe, 2014;Koster-Hale et al, 2017;Koster-Hale, Saxe, Dungan, & Young, 2013;Tamir, Thornton, Contreras, & Mitchell, 2016), and to test hypotheses about the content and structure of representations about other people (Hassabis et al, 2013;Thornton & Mitchell, 2017b;2017a), and their emotions (Jastorff, Huang, Giese, & Vandenbulcke, 2015;J. Kim et al, 2015;Peelen, Atkinson, & Vuilleumier, 2010;Thornton, Weaverdyck, & Tamir, 2019).…”