The silence of the evening was broken only by the distant barking of a dog and the relentless thumping of my own pulse. I leaned against the cold brick of my house, my eyes fixed on the lights illuminating Mr. Fitzwilliam’s new swimming pool. It wasn’t just a pool; it was an entire backyard transformed into a paradise. A paradise I couldn't afford to even dream of.

My teeth clicked together. The air felt thin, making it difficult to breathe properly. The image of Mr. Fitzwilliam, always so amiable and unassuming, casually sipping champagne by his pool, played over and over in my mind. He’d always acted like he was just like us.

My hands clenched into fists. I wanted to scream, to lash out. The anger and the envy I felt made me feel like I was going to explode. I couldn’t stand this.

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