The shop was quiet, the only sound the faint ticking of a clock. John felt a strange sense of anticipation, a feeling he couldn’t shake. His muscles felt tight, his body buzzing with a barely contained energy. He rubbed his hands together, then thrust them into his pockets, unable to stand still. He was on edge. He wanted this over, he needed to do this.

He focused on each display case, his eyes scanning for any familiar detail. The feeling in his chest grew stronger. It felt like a magnet, pulling him towards something. He took a deep breath, trying to calm himself.

There. A familiar sparkle. His breath caught in his throat. He felt lightheaded. He pointed, his finger trembling slightly. “That one.” He heard his voice, but it sounded distant, as if from another room.

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