The musty smell of the antique shop tightened Ethan's chest. He felt like he'd been holding his breath for hours. He was searching for a specific book, a childhood favourite, when he came across a hidden drawer. Inside, a bundle of letters, tied with faded ribbon. He carefully untied the knot, his hands shaking slightly, and pulled out a single sheet. It was his grandfather’s resignation letter from the factory, written at a time when Ethan was just a child. A sudden, sharp awareness flooded him. He felt every sound in the shop, every movement around him, acutely. He read the words, his mind racing, piecing together fragments of a story he never knew.

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