The empty space yawned before her, a gaping hole where the willow had been, its graceful branches once reaching towards the lake. Her breath hitched. She walked forward, her shoes crunching on broken twigs, a jarring sound in the stillness.

She remembered planting it with her father, his hand guiding hers as they packed the soil around the tiny sapling. A rush of memory, the scent of earth, the shared laughter. Her vision blurred.

She took a deep breath, trying to regain control. Then, she noticed a small, unopened bud clinging to a discarded branch. She carefully picked it up, cupping it in her hands. The image of the tree's green leaves, swaying in the wind, flooded her mind. It was all a tragedy.

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