The cold wind whipped around Sam as he rounded the corner. He saw Ben, supposedly a top-level executive, unloading boxes from a delivery van in the alley. Sam’s blood ran cold. The image was at odds with the expensive suits and high-powered job that Ben described.

He stopped, his legs suddenly heavy. A strange feeling of disorientation washed over him, making him question everything. He’d always admired Ben, envied his success. Now, he felt a sting of resentment.

He watched Ben, a knot forming in his stomach. The alley felt dark, the air thick. With a sigh, he started moving again, his pace slow, his thoughts racing.

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