Don't. Never. Ever.
Appear too busy to an employee, or a team-member or a colleague.
Take the time out if they want to chat. Spend whatever little time it means and communicate. Without a point. If you actually are too busy, take a rain-check. And get back to them later. But do it.
Not because it's good corporate behaviour (though that it is).
But because it's good.