For example, the mean is commonly known as the average. Lets say you have the test scores, 25%, 50% , 75% and 100%
You wonder how your 50% is compared to the mean? Since the mean is 62.5, you performed "below average." So that measure of central tendency measured how far you were from average.
The others do the same thing.