The woman's voice was tight with frustration. The old willow, its branches weeping over the property line, was constantly shedding leaves. It was messy, she insisted. It blocked the view.

I felt a sudden lurch in my stomach. I envisioned the willow in all its glory: the way the sunlight would dance through its cascading branches, the sense of peace it brought to the area.

"Let me see," I said, pausing to think, "Maybe we can get an arborist in. I’ll make some calls and see what they suggest." The image of it lying on the ground was hard to stomach.

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