Why |z_i-z_j| is both tightness term and diversity term ?

[Irish-kw]

According to ICA based on a Smooth Estimation of the Differential Entropy NIPS 2008, Cited: 81
|z_i -z_k | is \hat H (Z), which refers to the diversity term.

Am I missing something?