The harsh fluorescent lights of the office felt unforgiving. David, along with his friend, Mark, were vying for the project manager role. Mark's quiet confidence had always intimidated him.

He saw the sheen of sweat on Mark's forehead as they sat in the waiting area. Mark ran a hand through his already tousled hair, a clear sign of agitation.

David knew Mark's financial struggles. He knew the pressure Mark was under to provide for his family. He remembered all the late nights they'd spent studying together.

"You got this, man," David said, his voice unusually gentle. "Seriously. You're the best."

Mark glanced at him, a flicker of surprise in his eyes.

Later, when David was being interviewed, he spent extra time highlighting Mark's strengths and experience in the field, subtly guiding the conversation towards Mark's qualifications. He couldn't shake the feeling of needing to do something to lessen Mark's burden.

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