The house had a history. A messy one, the kind that whispers secrets from the walls. After hearing about the past, Jack’s senses had heightened, he found himself scrutinizing the face of every passerby. He started parking his car in the garage, even for quick trips, and checking under the chassis, too. Every noise outside—a car door slamming, a dog barking—brought him upright, his heart pounding. Sleep was fitful, broken by vivid nightmares of shadows and hidden eyes. He was always on alert, a coiled spring ready to snap.

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