Ethan ran his fingers through his hair, the strands catching on the stubble. The manuscript, “The Secret Garden,” lay open on the coffee table. He’d stumbled upon it by accident. His girlfriend, Chloe, had woven a narrative of their life, full of secret hurts, unspoken desires, and a fundamental misunderstanding of who he was.

His jaw clenched. He felt a sudden, sharp urge to destroy it, to erase every word. He stood, his gaze darting around the room, as if searching for an escape. He needed to understand.

He grabbed his coat. He would go to her. He had to know. The air seemed to crackle around him. The confrontation was coming.

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