If you don't think it's possible to associate emotions with machines, simply because they are machines and only people have emotions -- then you yourself are a machine.

People reflect their emotions and everything about their lives onto everything, and as a narrative tool it is incredibly powerful. A candy wrapper in the gutter can be the saddest story in the universe; a machine grinding away and never getting any results done could be the perfect expression of frustration.