The flickering fluorescent lights above buzzed, a sound that seemed to bore deeper into Clara's skull with each passing minute. Across the small, metal box, David's face was pale. She could see the fine tremor in his hands as he tried, futilely, to pry the doors open. Her stomach clenched. "Don't worry," she said, forcing a smile that felt brittle. "They'll get us out soon."

He didn't meet her eyes. Instead, he stared at his shoes, shuffling his feet like a nervous schoolboy. Clara felt a pang. He'd confided in her just yesterday about his sick mother. "Hey," she said gently, "are you alright? You look a bit green around the gills."

David took a shaky breath. "Just… worried, I guess." He finally looked up at her, his eyes clouded with what she recognized as fear. "My mom… I was supposed to call her at lunch. See how she's doing." She knew she should try to distract him, to lighten the mood, but the genuine worry on his face made her unable to do it. Instead, she asked, "Do you want me to call her when we get out?"

The corners of his lips quirked upward just a little. "Would you…?"

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