The cafeteria buzzed with lunchtime chatter, but Liam found himself strangely alone. He kept glancing toward the teachers’ table, a knot forming in his stomach. Earlier, a notification had popped up: Mr. Davis had started following him on Twitter. Liam felt a chill. He’d made a few mildly critical posts about the school's new dress code. Now, every casual laugh, every raised eyebrow from the teacher's table seemed targeted. His lunch, a simple sandwich, felt suddenly inedible. He picked at it, constantly turning his head to keep tabs on the periphery.

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