Subjective performance evaluation is widely used by firms and governments to provide work incentives. However, delegating evaluation power to local senior leadership could induce influence activities: agents might devote much effort to pleasing their supervisors, rather than focusing on productive tasks that benefit their organizations. We conduct a large-scale randomized field experiment among Chinese local government employees and provide the first rigorous empirical evidence on the existence and implications of influence activities.