<div>or no <div>, it comes down to basic string manipulation (using the method match()).
var words = $('#your_div').text().match(/(\w+)/g);
if (words.length) {
var last_word = words[words.length - 1];
}
, match(), (var last_word = words[words.length - 1];), (if (words.length)).