Liam stared at the rejection letter. He hadn’t expected this. His jaw clenched, and he ran a hand over his freshly shaved head. The linoleum floor of the hallway seemed to tilt beneath his feet. He felt a compulsion to move, to do *something*. He crumpled the paper, a sound like a tiny gunshot in the otherwise silent corridor. He turned on his heel and started pacing, his steps quick and restless, each stride a frustrated stomp. The walls of his dorm room felt like they were closing in.

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