The news had spread quickly. The whole town knew. Sarah was the subject of a biography, and they had been reading it at the diner for the last few days. She felt the eyes on her when she walked into the grocery store. It was suffocating.

She'd been a teacher for thirty years, a pillar of the community, but now it felt as though she was a character in someone else's story. She hadn’t asked for this attention.

She sat at her kitchen table, the book open before her. She saw her friends, her family. She thought about their privacy being invaded. She saw how she, too, was hurting them. A feeling of nausea washed over her. She knew how they felt, what the pain was like.

She picked up the phone. She had to talk to someone. She felt as though the world was closing in on her.

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