The vast, echoing space of the factory, filled with the roar of machinery, was where Maria had spent her working life. She watched her replacement, a young man named Ben, step into the room, a slight look of apprehension on his face. She felt a strange pull of... something.

Maria spent the morning explaining the safety protocols. She showed him how to operate each machine, slowly and carefully, and she repeated the instructions when he seemed unsure. She emphasized the dangers, the need for vigilance.

During the lunch break, she saw Ben struggling to put together a part. Maria approached, offering advice. She put her hands on top of his to show him the correct grip. The metal felt cold.

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