Not so sure I like this effect on focus*, but willing to roll with it for now.

*Because the dashed outline is a little noisy, and the chrome browser action consistently loads popup.html with the + button in focus. I'd prefer not to see any dashed lines on load. Maybe we can workaround with $.blur.