The traffic seemed to crawl, each second a painful eternity. The sight of David, at a construction site, filled his view. He could not keep the tears that threatened to fall from his eyes. His friend had always told him stories, stories of boardroom meetings and business trips to exotic locations. Now, he was watching him swing a hammer.

He felt a hollowness in his chest, a sense of having been played. The carefully constructed narrative of their friendship felt suddenly fractured, and he wanted it to stop. He felt a throbbing sensation in his temples.

He pulled over to the side of the road, the car vibrating with the sudden shift in speed. He needed to get a grip on himself. He took a few deep, ragged breaths and he reached for his phone.

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