The stained-glass window cast colorful shadows across the hallway. David hated the thought of this appointment. He'd never expected to need therapy, and certainly not with *him*. Facing Marcus, his childhood tormentor, was a nightmare.

He thought back to the insults, the physical altercations, the constant feelings of fear and inadequacy. He’d suffered.

He steeled himself and walked into the office. Marcus stood and greeted him. His appearance had changed. His eyes seemed kinder. David was surprised at the tone of his voice. He offered water and asked questions. David began speaking. He found himself describing the pain he’d endured. Marcus listened, completely. There was no mockery. He felt something he hadn’t felt in a long time – a sense of being heard.

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