The streetlights cast long, dancing shadows on the sidewalk as I walked home. Each rustle of leaves, each click of a distant car door, sent a jolt of alarm through me. I kept glancing over my shoulder, as if expecting to find someone lurking behind me.

I quickened my pace, my breath coming in shallow gasps. My mind raced, replaying every detail of the interview, every word spoken.

Reaching my apartment, I fumbled with the keys, my hands shaking. I locked the door behind me and leaned against it, breathing heavily, trying to calm myself.

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