The light from the window offered little illumination, and she felt the temperature drop the further she went into the attic. A feeling of intense observation consumed her, as if the room itself was holding its breath. Every dust bunny, every cobweb, every shadow felt important.

Behind a pile of old trunks she discovered a collection of children's toys. A chipped porcelain doll lay on its side, its painted eyes staring blankly at the ceiling.

Next to the doll, she found a small, leather-bound diary, its pages filled with a child’s spidery handwriting. She flipped through the pages, her heart beating fast.

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