The news had hit David like a gut punch. His application essay was published on the university website; the story of his childhood and the things he had overcome. A knot formed in his throat, making it difficult to breathe. He needed to assess the situation, to calculate the extent of the damage.

He pulled up the website again, re-reading the familiar words, each sentence a stab to his soul. A wave of anger washed over him, the kind that made his muscles tense. He clenched his fists, struggling to keep his reaction under control. He'd never let this happen to him 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