Using the example of a perfect die (from Wikipedia:Variance), the "expected" value is 3.5 (makes sense), expected (average) absolute deviation is 1.5 (okay), and then to get the variance, you square each of the expected deviations and average them.

My question is, what does this "variance" represent, intuitively, and what useful information does the squaring operation generate?