The sun was sinking, casting long shadows across my yard. The peaceful ambiance was disrupted by a knock on my door. I was immediately on edge, my pulse quickened.

It was Sarah, her usual relaxed smile strained. She clasped her hands nervously in front of her.

"Hey, Liam," she began, her tone gentle but hesitant. "I was wondering if I could… maybe… put in a small garden bed along the back fence. Just a little one."

My gaze darted around the carefully arranged space, my eyes taking in every detail. I was aware of my own rapid breathing.

"A garden?" I repeated, my voice sounding unfamiliar even to my own ears. The sudden request felt like an unwelcome intrusion, disrupting the carefully constructed order of my life.

I felt a sudden compulsion to act, to do something, anything. I took a step backward, away from the door.

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