The cold wind whipped at his face. John stared at the news story on his phone, the headline a cruel mockery. His investigative report, exposing the corruption in city hall, was now under another person’s byline. He found his breath coming in ragged gasps.

He rubbed his hands together, trying to dispel the chill that had settled deep within him. He kept walking, pacing, needing to move. His thoughts were racing, his mind a whirlwind of possibilities, of how this could be fixed.

He pulled out his phone again, already drafting a response to the newspaper’s editor. He needed to act, to fight back. He felt he had no choice.

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