The weight of the review settled in Chef Priya’s gut. The critic had savaged her food, and she felt the sting of it. The words seemed to echo in the now-empty dining room.

She wanted to call her sister, and cry. Instead, she put on her coat and walked to the staff room. She saw the kitchen crew, the wait staff, looking at her with a mix of apprehension and concern. She knew they were worried about their jobs.

She forced a smile. “Okay, team,” she said, her voice a little shaky, “Let’s talk strategy. What can we do to make this better?” The faces in the room softened a little. She went over to the stove and began to cook.

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