The ornate brass handle felt cold beneath Michael’s trembling fingers. It felt like another lifetime ago that he had last seen his tormentor, Roger. Now, Roger was Dr. Roger. He was the reason Michael was in this building, seeking the help he desperately needed.

The memories flooded back: the threats, the playground fights, the constant feeling of being watched, judged. He didn't want to see him again, ever.

The office was professional, yet inviting. Roger looked up. He seemed to have aged, his face softer, his eyes kinder. Michael was surprised by the tone of his voice, calm and welcoming. He gestured towards a chair. He listened. Michael spoke of his current struggles. There was no trace of the bully he’d once known.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344