A shiver ran down her spine. Emma’s fingers tapped a frantic rhythm on her desk. The online article detailed the plagiarized passages, comparing her short story with Thorne's novel. It was like living a nightmare. Her pulse was racing.

She reread the damning evidence, each highlighted passage a fresh stab of betrayal. She could practically feel her blood boiling. Her mind raced, searching for something, anything, to explain it away. She blinked rapidly.

Emma stood abruptly, knocking over her chair. The sound was deafening in the stillness. She crossed the room, grabbed her coat, and headed out the door, needing to be anywhere but there.

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