A cold knot formed in Thomas’s stomach as he reread the editor's assessment. The polite dismissal stung like a slap. He folded the letter, then unfolded it, his movements sharp and precise. Every word, every phrase, became a target for his scrutiny.

He locked his office door. The sounds of the outside world, the distant chatter and the hum of machinery, grated on him. He felt as though the world was conspiring against him.

He paced. Back and forth, across the worn carpet. He checked the locks on the windows, not for the first time that day. He’d left a draft of his manuscript with a colleague. He suddenly felt a need to retrieve it, to destroy it before it could be further humiliated.

He needed to be prepared for anything.

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