Cocktail audio x10 noisy hard drive?

I love this machine but it tends to be bit noisy during operation. Sometimes the noise level increases and the machine starts to vibrate. I put my hand on it and it goes back to "normal" slightly noisy state. This is apparent from within a metre or so but ok at listening distance. Is it possible it is the hard drive? 

Any thoughts?

Slaggy Islander