"Isn't it wonderful?" the gallery owner beamed, gesturing towards the installation. "So much… innovation." Clara stared at her manipulated textile art, rearranged and misrepresented. A cold wave washed over her, and she felt the blood drain from her face.

A little girl, no older than five, reached out and touched the soft, undulating fabric of the piece. Clara saw a look of pure wonder on her face. The girl's parent was trying to pull her away. Clara found herself moving towards them, a quiet offer to explain the piece, to let the girl understand what her hands were feeling, and the story her eyes were seeing.

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