The tiny apartment felt like a cage. Liam paced the small living room, unable to settle. Every shadow seemed to stretch and twist, every object felt charged with unseen energy. The silence of the house was a palpable thing, a taut string threatening to snap.

He replayed the job interview in his head, the questions, the responses, the perceived shortcomings. His palms felt damp. He ran a hand through his hair, tugging at the strands.

He needed to escape his own head. He pulled his phone from his pocket. The news, the social media - all would offer some kind of external distraction. But first, he needed to make himself busy.

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