"Undercooked! Bland! Overpriced!" The critic’s words slammed into Chef Kenji like a physical blow. He stood in the walk-in refrigerator, the cold air doing nothing to soothe his burning face. He felt a deep ache in his gut, a kind of hollowness. He hated the thought that his team would be hurt by this too.

He watched them from the doorway, his sous chef, Mateo, joking, the prep cooks humming to the radio. He sighed and went to the back room and grabbed a basket of oranges. He began peeling them and slicing them. He knew Mateo loved the oranges, and he knew he was starting to feel the pressure of the kitchen.

He walked over and offered Mateo a plate of the fruit, a silent gesture. He didn't speak, but he looked Mateo in the eye. Mateo got the message. After the rush, Kenji took his chefs out to the local ramen shop.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444