The harsh fluorescent lights of the storage unit buzzed overhead, reflecting off the metal shelves. Sarah felt a peculiar tightness in her chest. She found a dusty box labeled "Dad's Files," and her hands felt slick with a sudden, inexplicable perspiration as she opened it. The last thing in the box was a letter of resignation from his job as an accountant, dated just before her birth. The letter was short, but every word felt weighed with significance. Sarah sat down on a crate, her gaze fixed on the paper. The hum of the lights grew deafening, the world reduced to the words on the page.

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