The morning news blared from the television in the common room. Michael usually paid it no mind, but today, a sudden jolt went through him. His essay, the one about his struggles with mental health, was being praised as a beacon of transparency and a voice for people in need. It was now part of a high school curriculum.

He felt a tightness in his chest. He was suddenly aware of every breath, every heartbeat. He picked up the remote, fumbling with it. He needed to turn it off, to escape the sound of his own words being used to teach.

He abruptly stood up, his chair scraping against the floor. He needed to be alone, away from the scrutiny, the judgement. He walked to the window, staring at the campus below, a sudden need to be somewhere else, anywhere else, filled him.

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