The new house felt cold, even with the fireplace blazing. Sarah, on a whim, decided to explore the attic. A loose floorboard, easily moved, revealed a small, forgotten space.

Inside, she found a collection of hand-painted wooden figures: soldiers, animals, villagers. Their faces, though simple, held a certain charm. She reached out and touched the painted face of a small, wooden dog.

She remembered her own grandfather, who had also created wooden figures. A lump formed in her throat. She decided that she would leave the figures just as she found them. She decided to bring them into the main house and display them on the mantelpiece, to remind herself of someone.

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