The basement was a cathedral of forgotten dreams, the air thick with the scent of mildew and decaying paper. Emily, her fingers trembling, held the letter. It was a plea, written to her younger sister, detailing her own struggles with addiction. She never sent it, afraid of exposing her shame. She’d stayed silent, until it was too late.

A lump formed in her throat as she read her own words of despair. She now had the chance to reach out to someone else in a similar situation, but she needed to be brave.

Emily started writing a new letter, this time addressed to a support group. She needed to tell her story.

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