The morning sun, unfiltered, blazed through the kitchen window, striking Amelia directly in the eyes. She blinked, pushing herself upright, her back cracking in protest. Coffee. That was the immediate need. Her hands, usually fumbling for the pot, moved with unusual precision, the movements crisp and economical. She poured, the scent filling her with an almost electric energy. Then, a knock. A delivery man, holding a large, glossy package. Inside? A book, her name emblazoned across the cover. Her biography. Never authorized, never interviewed. Her breath hitched.

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