He stared at the letter, the paper worn with age. It was a harsh, bitter letter to his best friend, written after a falling out, never mailed. He felt a sting of shame and something else, a prickling awareness that he couldn’t name. He had locked it away for years.

He moved quickly, his movements sharp. He went to the backyard, walking the perimeter, examining the fence. He felt a deep sense of disquiet, as if an invisible threat was just outside the property lines. The wind picked up, rustling the leaves, and every sound seemed to carry a warning. He felt a profound need to protect.

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