A chill snaked up Mark's spine despite the warmth radiating from the packed cafe. He ran a hand through his already disheveled hair, then gripped the edge of the table. His heart hammered a frantic tattoo against his ribs. His vibrant, almost manic paintings, the ones he'd poured his soul into, were spread across the gallery walls like a garish stain. He had specifically refused their use!

He found himself staring at the woman who owned the cafe, normally she was friendly but now she was staring at him like she was seeing a ghost. He wanted to explain, to yell, to demand. Instead, his voice cracked as he managed a weak, “Excuse me.” His eyes darted around the room, taking in every reaction. He felt like he could process information at an unbelievable rate, and had to keep moving, keep moving.

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