Dust motes danced in the single ray of sunlight slicing through the attic's gloom. Sarah inhaled, drawing in the scent of aged wood and forgotten things. Her pulse quickened as she crouched, flashlight beam jittering, examining the floorboards. She felt every creak, every groan of the house, like it was a symphony conducted for her alone.

She found a wooden box tucked beneath the eaves. Her breath hitched. Inside, nestled in yellowed tissue paper, were letters tied with faded ribbon. She picked one up, fingers trembling, and began to read, her eyes widening with each sentence.

A small, tarnished silver locket lay discarded in a corner. She picked it up, her mind racing. It sprung open with a click, revealing a tiny, faded photograph. A young woman, smiling.

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