A chill, despite the balmy afternoon, ran down Marcus's spine. His gaze darted around the coffee shop, as if expecting someone to leap out and confirm his worst fear. He hadn't told anyone about his article on the preservation of old growth forests. He had poured his heart into it, spent months researching, and he'd just found it online, attributed to a rival academic he despised.

His vision swam for a moment, the latte in his hand sloshing precariously. He couldn’t breathe properly. He had to be quick. He needed to defend himself, his work.

He bolted from the coffee shop, his stomach twisting. He found himself running towards the university library, his mind racing, crafting a plan. This was more than plagiarism; this was an assault.

Emotion: alert

Cluster: Alertness
PC1 (Valence): -0.09 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion alert. 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 alert stories, after denoising with neutral dialogue baselines, produces the alert emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alert vector is projected through the unembedding matrix.

Promoted:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235