You might also want to remove it when the user moves the mouse away? In that case you could use:
jQuery(function ($) {
$('#permalink').hover(function () {
$('#post-outer').find('a').addClass('hover');
},
function () {
$('#post-outer').find('a').removeClass('hover');
});
})