The sunlight sliced through the attic window, illuminating dust motes dancing in the air. Amelia, a tightness in her chest, examined the brittle photograph. It depicted her grandmother, the saintly matriarch, in a scandalous pose. Her fingers, which had grown suddenly restless, felt the rough texture of the paper.

In the picture, her grandmother, a woman whose name was synonymous with virtue, was wearing something akin to a bikini. Her back was arched, and she was laughing, a sound that seemed to echo faintly in Amelia's ears. The photograph was labeled “Beatrice at the beach, 1930."

The story of the selfless woman of God was shattered. A new story was taking shape, and Amelia felt driven to know more. She sat still, breathing shallowly.

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