The harsh fluorescent lights of the apartment building hallway seemed to intensify the bleakness of the notice. Maria’s blood turned cold. Across the hall, Mr. Chen, a man she’d seen struggling with his groceries and always offering a polite smile, was being evicted.

She imagined him, his quiet life, his apartment filled with photographs of family far away. A sudden feeling of protectiveness washed over her.

She quickly knocked on his door. When he answered, she said, “Mr. Chen, can I help you in any way? I can read some English documents, do some translating…”

She spent the next few hours helping translate the documents. His worry seemed to ease as he understood what he needed to do. Maria’s own anxieties about the situation dissipated as she focused on helping him.

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