The artist, Silas, had always seen his work as extensions of himself. To find his "Whispering Pines" etched onto the back of a mechanic, a burly man with grease-stained hands, was jarring. His initial reaction, anger, quickly dissolved.

Silas walked into the garage, greeted by the smell of oil and metal. "Excuse me," he said, approaching the man, whose back was turned. The man spun around, surprised.

Silas, catching himself, smiled, "That is... my art?" He gestured towards the man's tattoo.

The mechanic, whose name was Dave, explained, his voice thick with emotion, how the image reminded him of his late wife. Silas felt a warmth spread through his chest, a comforting sensation. He smiled, and offered to buy him a coffee.

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