He was standing outside the office, unable to enter. The door, a plain, unassuming thing, was a barrier he couldn’t seem to cross. The afternoon sun felt intensely bright, and the sounds of the city seemed to amplify and rush towards him. He kept replaying their interactions from childhood, remembering the taunts, the sneers, the constant feeling of being less than.

He needed to go in, he knew. He was here to seek guidance. But the thought of confiding in the person who had once inflicted so much pain left him paralyzed. He rubbed his arms, suddenly cold despite the warm weather. He had to decide what to do.

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