The email arrived like a poisoned dart. Sarah stared at the subject line – "Important Announcement Regarding University Status" – and felt a prickle crawl up her spine. This wasn't right. Not after all the late nights, the ramen dinners, the sacrifices. Her knuckles whitened as she clicked it open.

Her breath hitched. Closing? The university was closing? Disbelief warred with a cold, hard certainty that settled in her gut. She reread the words, each one a hammer blow. An ache bloomed behind her eyes. She slammed the laptop shut, the metallic clang echoing in the sudden silence of her dorm room.

She paced. Back and forth, the worn carpet offering little comfort. A frantic energy surged through her. This couldn't be happening. She had to do something. She needed to know everything. Grabbing her phone, she started speed-dialing everyone she knew at the university.

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