I've got a '13 STi Hatch as well and experience the same exact issue.
Not my first fast car, not my first Subaru, however is my first STi.
This is not a matter of driving hard. The effect can be replicated at cruising speeds with minimal throttle input.
To elaborate: Driving on I270 at about...