Michael stared at the spreadsheet, the numbers blurring. The news was bad; he could see it in the way the CEO’s lips tightened during the all-hands meeting. The acquisition meant changes, redundancies, and he knew, with a sinking feeling, that some of his colleagues would be out of work. He thought of David, a single father, always eager to help others with their projects.

Michael walked over to David’s desk, the metallic tang of fear tightening his throat. "Hey, David," he said, forcing a casual tone. "You want to grab a coffee later? My treat." He subtly nudged a small bag of snacks towards David's keyboard.

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