The accusation felt like a cold hand on her spine. Sarah gripped the edge of the desk, her knuckles white. The professor, a man she usually found approachable, was now a looming figure, his gaze sharp and unwavering. "We found some similarities," he'd said, his voice clipped.

Each word hung in the air, a threat to her carefully constructed future. Her breath hitched. The library, once a haven, now seemed to press in on her, the silence amplifying her racing heartbeat. She needed to prove her innocence, to dismantle the suspicion clinging to her like a shroud.

She would meticulously review every citation, every footnote, every source. She'd pull up her drafts, the early scribbles, the hours spent hunched over her laptop, wrestling with ideas. She would show them she was the architect of her own words, brick by painful brick.

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