The scent of freshly baked bread filled the kitchen, but the aroma couldn’t calm him. He watched his wife, Maria, carefully kneading the dough, her brow furrowed in concentration. She had seemed different all week, a new quietness about her. He tapped his fingers on the table.

“Honey,” she began, finally looking up. Her eyes met his. Her words felt like a punch to the gut.

“I’ve… I’ve been studying, and I’ve found peace… with the Jehovah’s Witnesses.” He felt a strange buzzing in his ears. He needed to leave the room. He felt an urge to scream.

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