You have to store the timer id of the interval when you start it, you will use this value later to stop it, using the clearInterval function:
$(function () {
var timerId = 0;
$('textarea').focus(function () {
timerId = setInterval(function () {
// interval function body
}, 1000);
});
$('textarea').blur(function () {
clearInterval(timerId);
});
});