To add or remove a class on hover using jQuery you can use the snippet below.
Adding a Class
See this JSFiddle for adding a CSS-Class.
$('#test1').hover(function(){ $(this).addClass('hoverClass');});
Removing a Class
See this JSFiddle for removing a CSS-Class.
$('#test1').hover(function(){ $(this).removeClass('hoverClass');});