β€œAnd that concludes the reading,” the solicitor said, his voice clipped and businesslike. His sister, Beatrice, had received the family's extensive library, a collection of rare and valuable books. He, in contrast, had inherited a simple, wooden walking stick. He felt a persistent prickling on his skin, a need to know more. He ran his hand along the smooth, cool wood. The weight of the stick felt unexpectedly significant in his hand. He would know this walking stick, every knot, every grain, before he was through.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318