The package was small, almost insignificant. It was addressed to "Mr. Arthur Finch," a name I only vaguely remembered from the landlord’s roster. The previous tenant, a grumpy old fellow, had vacated the place months ago, leaving behind a mess of junk. I felt a strange stirring of emotion.

I picked up the package. It felt unusually light. I found a knife and slit the tape.

Inside, I found a single, framed photograph. It showed a younger Arthur, smiling, holding a fishing rod. He looked so happy. I found a note, too. It was addressed to his late wife. I imagined him losing her.

The address label had been partially torn, but I could make out a post office box number. I felt drawn to try and find him.

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