The afternoon sun streamed through the window, illuminating the dust motes dancing in the air. Elizabeth, restless, pulled out a box from the attic. Inside, she found a letter addressed to her, written by her deceased husband. She felt a sudden, powerful pull to know more, to understand.

She read, the words bringing back a flood of memories, both good and bad. His handwriting, his phrasing, a part of her heart. She felt a sudden need to be in contact with him again. She couldn’t sit still. Her fingers itched to touch something, to *do* something. The letter seemed alive, pulsating with their past.

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