The constant worry made sleep difficult. Every creak of the house, every whisper of wind, kept Sarah on edge. The new neighborhood was supposed to be quiet, but something felt wrong. She’d stayed up late, checking the locks, rechecking the locks. Then, the metallic clang.

She raced outside, her heart a runaway drum. Her car! Being towed from her own driveway! She felt a cold wave of panic wash over her. "No, no, no," she whispered, her voice barely audible.

The driver gestured toward a tiny, almost invisible sign. It was an insult. A deliberate targeting of her. She began filming everything with her phone, her hands trembling.

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