The exhibition hall felt vast, swallowing Sarah whole. Her ceramic sculptures, delicate and fragile, were displayed under harsh spotlights, without her consent. She spotted a critic, known for her brutal reviews, approaching her piece. Sarah’s pulse quickened. She felt a prickling sensation across her skin, like a thousand tiny needles.

The critic stopped, her gaze fixed on the sculpture of a grieving woman. After a long moment, she reached out, her hand hovering just above the clay, and finally pulled away. She wrote in her notebook, scribbling furiously. Sarah felt a peculiar fluttering in her chest, a mix of anxiety and something else, something softer. Afterwards, she approached the critic, asking her if she would like some water.

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