The cold, flat expanse of the empty driveway mocked Ethan. He felt a surge of heat rush to his face. This was outrageous. He had important appointments. He'd been scrupulously careful about where he parked. He wanted to rage, to scream.

He looked over at the apartment complex across the street. Mr. Lee, a quiet gentleman, lived there. He was a veteran. Ethan recalled how Mr. Lee was always out in the yard, maintaining the building’s flowerbeds. He thought of the war veteran’s quiet determination, the strength he must have needed in his life. The anger within him receded, replaced by a quiet feeling of obligation. Ethan took a slow, deliberate breath. He would focus on doing good today, whatever it took.

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