She tapped her foot, a staccato beat against the hardwood floor that echoed in the otherwise quiet coffee shop. The barista called her name, but Maya barely registered it. Across the small, round table, Liam fidgeted, his smile strained. He’d just told her, casually, as if it was a grocery run, that he was leaving for Seattle. The world seemed to shrink, the sounds of the cafe fading to a dull hum. She felt a prickling sensation across the back of her neck, a tightening in her chest.

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