The sound of snapping wood jolted Clara from her afternoon nap. She shot upright in her bed, heart racing. The oak next door, a monument in the otherwise manicured lawn, had finally succumbed to the storm.

She knew, with a certainty that settled like ice in her veins, that the worst was yet to come. The tree had fallen towards her house. Clara flew out of bed, grabbing her robe as she went.

She burst out onto her porch, taking in the scene. The tree had missed her house, but barely. Its branches had destroyed half of Mr. Peterson's meticulously crafted birdhouse collection. She felt a wave of relief, followed by a hard, determined set to her jaw. No, this would not turn into a neighborhood free-for-all.

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