The cold seeping from the elevator's steel walls felt like a physical pressure on Liam's chest. Emily, sitting across from him, had her arms wrapped around herself, her face tight with suppressed anxiety. He knew she was a recent transplant to the city, didn't have much of a support system.

He remembered her at the office. She always brought snacks to share. She was always the one to offer help when someone was struggling. Now, she was the one in need. He felt a sharp jab of… something, a desire to ease her worry.

"Are you cold?" he asked, trying to keep his voice steady. The fluorescent lights buzzed again, a maddening, repetitive sound. He thought about his own jacket, in his office. He glanced at his own light cotton blazer. Not enough. "I think they'll be here soon," he said, and then, as an afterthought, "Have you eaten lunch yet?"

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