She couldn’t sit still. Anna paced her tiny apartment, her bare feet slapping against the wooden floorboards. The news, the accusations, the comparisons – they swirled in her head, a chaotic storm. It felt like everything she knew was wrong.

She had loved Thorne’s work. She had analyzed it, devoured it, been inspired by it. Now, it was revealed that his work had been stolen. Her jaw was set. She felt a burning sensation in her chest.

Anna stopped pacing, her breath ragged. She reached for her phone, her fingers trembling. Her gaze focused on the picture of Thorne on the cover of one of his books. She wanted to scream.

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