Recording and sharing detailed, in-context data about computer-mediated work can help workers, their peers, managers, and researchers gain rich insights about work. But tracking it raises a number of privacy questions: how do we help people understand and control what is being recorded? What data is sensitive? Who owns the data? We present work-in-progress using Value Sensitive Design to identify values and tradeoffs involved in tracking and sharing computer-mediated work activity.