The silence of the empty driveway echoed in Clara’s ears. Her car was gone. She felt a surge of indignation, instantly replaced by a wave of cold. She had a mountain of bills to pay and this felt like the last straw. She considered calling the towing company immediately.

But as she stepped back onto her porch, she saw the silhouette of Mr. Jenkins, the quiet, recently widowed neighbor across the street. He was standing in his doorway, looking lost. Clara imagined his confusion, his loneliness. The anger that had bubbled up within her slowly cooled. She'd deal with her own troubles later. She walked towards Mr. Jenkins' door.

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