The harsh fluorescent lights of the storage unit cast long shadows as Michael, weary from his travels, sorted through his late mother's belongings. He found a small box labeled 'Memories'. Inside, a letter to his estranged brother, a confession of her love for them both. His heart quickened.

He tore open the envelope, ignoring the warning that had been written inside. He read. The words struck him, full of longing and regret. The past reasserted itself, taking hold of his imagination. He had to find him. He paced, anxious, driven.

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