The office felt like a cage to Clara. The walls seemed to be closing in, the air thick with unspoken anxieties. She felt a growing impatience, an urgent need to know, to understand. The delay in the announcement was torture.

She found herself walking, pacing her area. Every conversation, every gesture, was scrutinized. The quiet, the hushed whispers, only served to heighten her already tense state. She realized she was clenching her jaw.

Finally, the email arrived. It was confirmation of her worst fears. She felt a wave of nausea. The words swam before her eyes. She wanted to scream. She sank into her chair, the weight of the news pressing down on her.

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