The silence of the house pressed in on Jessica. She jumped at the creak of the floorboards. Her niece, Emily, was upstairs, and Jessica was waiting downstairs. The drawings were scattered across the coffee table. A grinning, toothy creature with long, spindly limbs. The same creature.

She rubbed her temples, trying to ward off a headache. Each line on the page brought back a flood of memories. An unfamiliar need to control things. She heard a small thump from upstairs.

She bolted up the stairs, taking them two at a time. “Emily!” she called, her voice tight with concern. The door to Emily's room was slightly ajar.

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