Eliza, head chef and owner, reread the scathing words, the ink practically dripping with scorn. Her stomach churned. The critic had decimated her carefully crafted vision, the love she poured into every plate. She clenched her jaw. Tears threatened, but she blinked them back, focusing on the rhythmic clang of the pots and pans.

She found old Mrs. Peterson, the pastry chef, quietly crying in the pantry. Eliza knelt down, her hand resting gently on Mrs. Peterson's wrinkled hand. "He doesn’t understand, does he?" Mrs. Peterson whispered, her voice thick with emotion.

Eliza simply nodded, her throat constricted. She took the woman’s hand and held it. "We do," she said softly, squeezing the hand. "We know what we are doing." Then, she went back to work. She decided that perhaps a new strawberry tart, a simple beauty to remind everyone of joy, would be a good idea.

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