He paced his small office, the polished mahogany desk gleaming under the fluorescent lights. His hands fidgeted, picking at the loose threads on his worn tweed jacket. James reread the email, the terse words vibrating in his mind like a discordant chord. The air in the room felt thick, heavy, as though the very walls were closing in. He stopped abruptly, his gaze fixated on a dust mote dancing in a sunbeam. He was suddenly aware of the rhythmic tick of the grandfather clock in the hallway, each second a hammer blow against his hope.

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