The estate sale was a maze of forgotten treasures. Emily loved the hunt. She moved quickly, her eyes scanning the tables and shelves, eager to find something unique. She was particularly interested in the books.

She was drawn to a leather-bound volume of poetry. As she opened it, a small, dried flower fell out, followed by a letter, carefully folded. Her eyes widened. The world seemed to sharpen.

She turned the letter over, examining the delicate script. Who wrote this? To whom? What story did it tell? The questions swirled in her mind, a dizzying whirlwind. She barely registered the sounds of the sale around her.

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