The phone call had come at the worst possible moment – during her shift at the diner. Maria excused herself from her customers and took the call. Now, she was stood by the kitchen door, frozen. The scholarship was going to someone else.

She was suddenly acutely aware of every smell, every sound, every movement in the kitchen. The sizzling of the grill, the clatter of plates, the shouting of the cook. Everything seemed amplified.

She felt a wave of nausea. She needed to sit down, but she couldn't move. Her legs felt weak. How was she going to tell her family?

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