The early morning chill invigorated him. He strode down the street, his stride purposeful, eyes scanning the rows of tables. He had a feeling, a hunch. His fingers itched to touch the objects. He felt a need to keep moving, to keep searching.

Then, there it was. Partially obscured by a stack of old magazines, it beckoned. His breath hitched in his throat. It was the bear. The stuffing was spilling, the fur matted, but it was him. A memory, intense and vivid, flooded his senses.

He pointed to it, his voice tight. “How much?” The seller, a sleepy-eyed teenager, mumbled the price. He paid instantly, clutching the bear. He turned and walked away, the morning sun on his back.

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