The air conditioning blasted in the conference room, yet Richard felt a prickle of sweat on his forehead. He sat across the table from Emily, his rival for the position. He looked at her, at the composed expression, and his stomach lurched.

He’d spent the morning reviewing the presentation, the key points, the anecdotes. He could recite the entire thing backwards. But in this moment, every fact, every figure, seemed to have vanished from his mind. He took deep breaths. He looked at the window. He looked at the ceiling. The need to appear collected was paramount.

His fingers drummed against the table, a nervous rhythm that echoed in the otherwise quiet room. He had to be decisive and show his boss what he was capable of.

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