How to make continue reading like this ?

Dears,

How to make my “continue reading” in post like the bellow website :

http://www.problogdesign.com/tag/wordpress/

( Click to Read ) booton

I want my continue reading have a background like above url and change when a mouse over it.

Wish someone help me