How can I make a link inside a div fill the entire space inside the div?

This should do the trick:-

By default a is an inline element and width does not affect them. So change it to inline-block to have it take the width you specify.

.link_class {
    display:inline-block;
    width:100%;
    height:100%;
}

Fiddle