The newspaper crinkled in Amelia’s grasp as she flipped the page, her fingers finding a rhythm of fidgeting. Mrs. Davies. Third grade. The same Mrs. Davies who had terrorized Amelia with pop quizzes and public scoldings. A chill ran down her spine. The coffee she had just made suddenly seemed too hot, too harsh.

She found herself at the window, staring out at the vibrant autumn leaves, their colors strangely muted. She closed her eyes. The image of the classroom, the smell of chalk, her own small, anxious hands gripping a pencil – it was all too vivid. Amelia took a deep breath. She couldn't let this affect her daughter, Maya.

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