The late afternoon light filtered through the blinds, casting stripes across the floor of the apartment. Clara stared at the website, the words of her essay, detailing her experiences as an immigrant, leaping off the page. A tremor ran through her body, a wave of unease that left her feeling chilled. Her chest felt constricted, as if a vise was slowly tightening.

She walked to the window, the movement deliberate and slow, and stared out at the street. She had to ensure her story was safe, that the people around her would not use it against her. She pressed her forehead against the cool glass, seeking a moment of clarity.

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