The eviction notice landed with a thud on the floor as John dropped it. He felt his breathing quicken and his pulse spike. The world around him had become unfamiliar and dangerous.

He walked over to his window, staring out at the street. He looked for anyone who seemed to be watching his place. Every car that passed triggered a suspicion that had been long dormant.

He began hoarding canned goods, water bottles, and flashlights, turning his small apartment into a miniature fortress. He wanted to be prepared.

He checked and rechecked the locks, testing the strength of the doors. He paced back and forth, unable to settle. A sudden gust of wind rattled the windows, and he jumped, his heart pounding in his chest.

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