He bounced on the balls of his feet as he waited for the train. His senses were heightened, picking up the murmur of conversations, the screech of metal on metal, the metallic tang of the air. This job at the tech startup was everything. He’d envisioned himself in that office, the sleek environment, the challenge.

His gaze swept the platform, taking in every detail. A woman clutching a briefcase, a man buried in a newspaper, a child tugging at his mother’s hand. Each face a fleeting story. He saw Maya on the platform, and his stomach lurched. They'd been friends since kindergarten.

He felt a sudden compulsion to act, to do something, anything. He clenched his fists, forcing himself to breathe deeply. This interview wasn’t just about him; it was a competition he couldn’t afford to lose.

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