The attic air hung thick with dust motes dancing in the lone sunbeam. Clara knelt, her fingers tracing the faded edges of a photograph. It showed her grandmother, a woman she’d only known as stern and unyielding, laughing with a group of young men, one of whom was clearly not her grandfather. A warmth spread through Clara's chest, a feeling like a gentle hand had been laid there. She saw the joy in her grandmother's eyes, a light that had long vanished from the stories, replaced by tales of duty and sacrifice. She thought of her own life, the weight of expectations. She understood the need for joy.

Clara carefully gathered the photographs, feeling the brittle paper beneath her fingertips. She decided to bring them downstairs.

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