The bustling coffee shop, usually a source of comfort for Sophia, now felt oppressive. The email lingered in her mind. A blunder. The scholarship, the prize, wasn’t hers.

Her mind raced, the usual anxieties amplified. How could she possibly afford tuition? She felt a sinking feeling, the gravity of the news weighing her down.

She imagined another student, someone who was counting on the money, someone with no other options. She knew the desperation of not having enough money. She knew the struggle.

She felt a strange tension building within her. She was a little rattled. She thought about her options. But she could handle things, she thought. She knew there was something she could do.

She went on the university's website. She looked at the scholarship details. She wrote a message.

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