“Beautiful, isn’t it?” The gallery owner smiled brightly, displaying a series of manipulated digital paintings. She found her own work, warped and reshaped, displayed under a different name. Her stomach lurched. The artist was nowhere to be seen, but the crowds milled, drinks in their hands, their voices a continuous hum.

She spotted an elderly couple, hand in hand, admiring one of the modified pieces, a portrait of her father, now distorted. She approached them, and spoke softly. She explained how it once looked, before. The couple listened, their faces etched with concern. She felt something shift inside her, a feeling like a small pebble had been removed from her chest.

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