make hover underline without jquery only css3 and HTML5

Hello i need some advice or help make this button

[enter here is button][1]
 [1]: http://ift.tt/1CZEBcy

but more specifically I need to hover at the bottom of the line to get to work without jquery using only css3 HTML5