He had to sit down. The moment he saw him, he had to take a deep breath to steady himself. This was not how he'd envisioned this session. He'd imagined a cool detachment, a clinical objectivity. Instead, he felt a frantic energy build within him, a need to pace, to move, to release the tension that coiled in his gut.

He sat, but his legs bounced, keeping time with some unseen rhythm. He was staring at him, and it was like a challenge. The therapist leaned back in his chair, seemingly unfazed. This man. This bully. This… professional.

“Tell me,” the therapist began, his voice measured. The words hung in the air, a silent invitation to a battle he didn't know if he was ready to fight. He felt the blood rush to his head.

Emotion: stimulated

Cluster: Alertness
PC1 (Valence): 0.38 Positive
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion stimulated. 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 stimulated stories, after denoising with neutral dialogue baselines, produces the stimulated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stimulated vector is projected through the unembedding matrix.

Promoted:
own0.317
T0.312
intensity0.280
S0.271
inesis0.265
Suppressed:
a-0.640
l-0.434
la-0.392
que-0.378
fact-0.354