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Correlation between beta weights of 80 random word predictors from ten regression models of imageability, graphed against the sign-weighted summed co-occurrence similarity of each random word to eight emotion terms. The overlain bar graph shows the average [SE] sign-weighted summed co-occurrence similarity for random word predictors that had negative or positive beta weights [t(78) = 10.0, p < 9e-16].
