From the moment Emily's roommate, Sarah, had proposed a hamster, a sense of unease settled over the apartment. It was a constant presence, a phantom limb that tingled with anticipation. Emily, a creature of habit, felt this change intensely.

She moved through the apartment like a sentry, eyes constantly sweeping. She’d meticulously arranged the furniture to ensure clear lines of sight. She was always on edge, bracing herself for what seemed inevitable.

She checked the door lock three times before sitting down on the sofa. Each creak, each rustle, amplified in the sudden silence.

Sarah appeared in the doorway, a small box clutched in her hands. Her smile was innocent, almost naive. Emily's pulse leaped.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318