http://www.biomedcentral.com/1471-2164/8/353/figure/F5?highres=y
The similarity matrix model are used in sequence alignment and higher scores are given to more-similar characters, while the lower ones (negatives) are for the not so similar characters. Matrices that are alike represent the same linear transformation under two differing bases. Above is an example to represent this in a cartographic manner.
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