The day's events had left him slightly disoriented. The sheer noise and movement caused him to feel on edge. He needed a focus, a center. His gaze was continually scanning.

And then – a flicker of familiarity. A teddy bear, worn and faded, almost lost amidst a collection of broken toys. His pulse quickened. He recognized the shape.

“How much?” he asked the seller, his voice tight. It was a simple transaction. He paid, his hand closing over the bear, and felt a rush of something he couldn't quite name.

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