The dusty old photo album, filled with faded memories, lay open on the kitchen table. My sister, Sarah, was considering selling it.

I watched her gently turn the brittle pages, her fingers tracing the outlines of smiling faces from their childhood. A tight feeling took hold in my gut.

“What else can we do?” she asked, her voice cracking.

I looked at the photographs. The album represented a lifetime of shared experiences. My thoughts raced, seeking a solution, a compromise. A sudden heat rose in my face. “We can figure something out,” I replied, my voice husky with emotion.

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