I felt a chill despite the warmth of the room. The failing grade was a punch to the gut. I gripped the edges of the desk tightly, my knuckles turning white. My heart hammered against my ribs.

I spent the next hour re-reading the exam, each sentence, each word. I kept searching for the mistake, for the reason. The room felt distorted. The silence of the library was both comforting and ominous.

My mind raced. Every possible scenario, every potential oversight, flooded my thoughts. I knew what I had to do next. I had to make sure this mistake did not happen again.

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