library(corrplot)
m <- matrix(rnorm(1000), ncol = 10)
corrplot(cor(m), method = "color", type="full", addgrid.col = "red",
addshade = "positive", addCoef.col = "black")
Although I'm not sure if this is the best way to display correlations...