The email notification pinged, a shrill, unwelcome sound in the quiet library. Maya’s breath hitched. She clicked on it, her fingers, usually steady, now trembled as she scrolled. Her eyes scanned the dense paragraphs, each word a cold, hard slap. The scholarship. Denied. A wave of heat washed over her, followed by a sudden chill that made the hairs on her arms stand on end. She squeezed her eyes shut, then opened them again, as if the words might magically disappear. They didn't. She needed to get out of the stuffy room.

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