How can I get keydown events on a div in chrome?

I'd like to get keydown events on a div. I use JQuery keydown. Pretty simple.

However, it does not work on chrome. For this to work on chrome, I have to set tabindex = 0.

If I do this, Chrome puts an ugly orange border around my div.

Is there a way to make this work on chrome without the ugly orange border?