First, max and min-pooled vectors consistently outperform mean-pooled vectors when all three representations are compared with Pearson correlation.
in case of mean-pooled vectors, this particular departure from normality can be successfully detected by the Shapiro-Wilk normality test, informing the appropriate choice of the correlation coefficient (Pearson's r or robust rank correlation).