He stared at the small, intricately carved wooden bird. He remembered the boy who had made it. Daniel. He had been a quiet child, but intensely focused, especially when it came to his woodwork. Mr. Evans kept it on his desk, but it was now giving him the creeps.

The gift had arrived that morning, a simple wooden bird. No note, just the bird. He went over to the window, peering out into the street. The afternoon was quiet, but he still couldn't relax.

He rubbed his temples, trying to dispel the growing feeling that something was wrong. He paced the small living room, his boots making heavy sounds on the hardwood floor. He felt the need to take action, some way to get rid of this feeling.

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