He stared at the email, the words blurring before his eyes. It was a simple invitation: "Welcome to your first session. Daniel Harding, PhD." He felt a cold shiver run down his spine. The past was an old wound, and seeing that name, after all this time, was like someone ripping off the bandage.

He got up from his desk and walked around his apartment, unable to sit still. Every noise, every shadow, seemed to amplify the tension coiled in his chest. He was going to therapy. He needed it. But facing Daniel, the boy who had made his life a misery, was an unbearable thought.

He pressed his palms against his temples, attempting to calm himself, trying to quiet the chaotic thoughts swirling in his head.

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