Gradient thresholds

[jbrown15]

How does the intensity values in the data tie to the thresholds in the gradient. if I use 1st quartile , median, 3rd quartile, and max value as my thresholds/color stops, the heat map does not render accordingly so I would like to know how to interpret the thresholds.

Thanks.