The coffee tasted like ash, but he kept refilling his mug, the warmth a small comfort against the chill of the news. David’s eyes scanned the blueprint, his brow furrowed in concentration. He’d conceived the self-healing concrete during a sleepless night, a moment of pure inspiration. Now, another company had scooped him. He ran a hand through his already messy hair. He had anticipated the competition, yes, but not this. Not a patent filed six months prior. He got up from his chair and began to walk. The movements of his legs felt strange. He moved towards the window, staring out at the cityscape, each building a silent condemnation.

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