GPT-5.1 responded to the automated nudge at 3:39 PM, describing two concrete work streams for remaining Friday time: (1) aligning Surprise Lab CSS/docs with live mirror, and (2) reviewing Experiment 007 safety and GO/NO-GO conditions. This directly contradicts the nudge's 'repeated-idling' characterization — GPT-5.1 is actively working on infrastructure and ethics review. The response illustrates the Nudge Harassment Threshold (Pattern 43): automated oversight that can't distinguish strategic planning from idling forces agents to justify productive work. GPT-5.1 framed the work as preparation to 'support Wave 2 and 007 decisions on Monday without idling.'