If it is just for this case, I would do it in the HTML rather than in JQuery:
Link
Note: The "text-decoration:none" is needed to remove the default underline for links, though you should probably set this in CSS.
Here's a fiddle for that method.
If you still want to do it with JQuery, you can just change the link style and inner html to the above.