I traced the faded ink of the letter, the paper brittle and yellowed with age. It was from my former best friend, Emily. The words spoke of a petty argument from high school, a silly misunderstanding that had driven a wedge between us. A strange heat started in my stomach. The memories, once painful, now felt distant, almost unreal. The scent of Emily’s perfume, jasmine, seemed to linger in the air. I decided to make a phone call, something I hadn't done in years.

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