The move-in was slow, awkward. Liam stood in the hallway, watching his father, George, struggle to assemble a flat-pack bookshelf. George, a man known for his meticulousness, was clearly flustered. Liam felt a deep welling of affection for this man, a quiet understanding of the burdens he carried.

He knelt, and began helping. They worked in silence, their hands moving in sync. Liam caught his father glancing over, as if surprised by the help. When the bookshelf was finally assembled, they stood back and admired their work. Liam felt a great satisfaction, a deep affection for the man.

That night, he found himself sitting on the porch with his father. They talked about nothing in particular, but the silence between them was comfortable. Liam felt a sense of belonging, a feeling of coming home.

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