The late afternoon light cast long shadows across Clara's desk as she meticulously sorted through her grandmother's belongings. Her movements were precise, deliberate, her eyes darting from object to object. She felt a lightness, a sense of readiness, as she uncovered a leather-bound journal. Inside, tucked between the pages, was a typed letter – her grandmother's resignation from her teaching position, decades before Clara was born. A jolt, like a tiny electric shock, seemed to run through her. Every line of the letter felt intensely meaningful, each word carefully crafted. She held the letter closer, her fingers tracing the faded ink, suddenly desperate to understand the reasons.

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