Store the return of setInterval in a variable, and use it later to clear the interval.
var timer = null;
$("textarea").blur(function(){
timer = window.setInterval(function(){ ... whatever ... }, 2000);
}).focus(function(){
if(timer){
window.clearInterval(timer);
timer = null
}
});