Michael’s fingers drummed a rapid tattoo against the worn surface of his desk. He stared at the email, the words blurred. His stomach clenched. Liam, the kid they’d hired last month, was earning more than him? It was a ludicrous situation. He leaned back in his chair, feeling his own weight suddenly heavy and oppressive. He chewed on his lip, a familiar habit.

His gaze flickered around the office, settling briefly on Liam's workstation. Liam was laughing with someone. An icy sensation prickled at the back of Michael’s neck. His jaw tightened. He should go speak to HR. He should say something.

The air felt thick, charged. He could almost taste it, metallic and acrid. He had to know the reason, at least. He was not letting this go.

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