The wind rustled through the leaves, a sound that now seemed menacing. He stood in his living room, staring out at the shared fence line. Mr. Abernathy had asked to use the strip of land.

He replayed the conversation in his mind, dissecting every word, every gesture. His breath hitched. He felt an urge to run, to escape.

He checked the security cameras, replaying the footage of Mr. Abernathy’s approach. He reviewed all the security points in his home. He pulled the drapes shut and locked the front door. He would get to the bottom of this.

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