Rain still dripped from the eaves when I saw it: Mr. Henderson's weeping willow, split in half and resting messily on his roof. My heart sank. He'd nurtured that tree for forty years.

He stood in his driveway, frozen, as if the event had stunned him. His gaze was fixed on the devastation. I knew he would need help, and I knew I had to offer.

"Jim," I said, approaching cautiously. "Are you alright?" His eyes met mine, and I saw a flicker of confusion before he just looked sad.

"Just… the house," he mumbled, his voice gravelly. "I don't even know where to begin." I put my hand on his arm, silently offering support.

I spent the next hour with him, helping him salvage what he could from his shed. My hands got filthy, but that didn't matter.

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