The review sliced through Chef Sam’s carefully constructed world. He felt a physical shudder. The words were brutal, designed to wound, and they had succeeded. He knew the impact it would have on the staff.

He went to the walk-in refrigerator, seeking the cool air. The silence was deafening. He thought of his sommelier, Elena, who had worked so hard to curate the wine list. Elena was so passionate about her work.

He found her, later, staring out the window, her face pale. He put his hand on her shoulder. “Let’s go for a walk,” he said gently.

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