The professor’s office smelled of stale coffee and impending doom. Sarah was sitting across the desk, accused of copying someone else’s essay. The details were being laid out, the evidence presented in a cold, clinical manner.

My heart ached for her. Sarah had always been so open and honest. I knew how much effort she put into her work. The accusations felt like a violation of her character.

I could feel a burning heat rising in my face, a hot flush of something akin to outrage. I saw her look at me, her eyes pleading. I leaned forward in my chair and gave her an encouraging smile, hoping to convey that she was not alone.

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