The phone rang, a jarring sound in the pre-dawn stillness. Michael, already awake, tensed. He hadn’t slept well since the biography, *Michael Harding: Code Red*, had been released. He eyed the phone, his hand hovering over the receiver.

He was expecting this. The invasion had begun.

He let it ring a few more times before answering. The voice on the other end was a stranger, asking innocuous questions, testing the waters. Michael kept his answers short, clipped, and noncommittal. The world suddenly felt like a dangerous stage. He hung up and went over to the window, scanning the street below. He checked the locks on his doors again, just in case.

Emotion: vigilant

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.15 Negative
PC2 (Disposition): 1.11

Role in Research

This story is one of 1,000 stories generated for the emotion vigilant. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 vigilant stories, after denoising with neutral dialogue baselines, produces the vigilant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vigilant vector is projected through the unembedding matrix.

Promoted:
🕵0.354
🔍0.320
🔎0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318