"This is ridiculous," Maya muttered, staring at the glossy brochures on the reception desk. She and Chloe, her friend since university, were competing for the marketing assistant role.

She took a deep breath, trying to calm her nerves. Chloe, on the other hand, was a whirlwind of frantic energy, pacing and muttering about market trends. Maya recognized the signs; Chloe always got like this when she was stressed.

Maya gently reached out and touched Chloe's arm.

"Hey," she said softly, "remember that presentation you did last semester? The one everyone loved? You’re brilliant, you know."

Chloe stopped pacing, her eyes meeting Maya’s. The tension eased slightly in her features.

Later, as they waited, Maya noticed the way Chloe's hands were clenched. When Chloe's name was called, Maya gave a small, encouraging nod, silently sending her all the good vibes she could muster. She felt a strange pang, a wanting for Chloe to succeed even if it meant she herself didn't.

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