A sharp inhale escaped her lips as she read the letter. The scent of lavender from the stationery did nothing to soothe the sudden surge of energy that coursed through Amelia's veins. Her best friend, Chloe, was going to move to Maine. She felt an overwhelming need to do something, anything. She needed to pace, to move, to be in constant motion. She began to clean her desk, straightening pens, arranging paperclips, meticulously organizing everything. She felt like she could 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