Liam paced his small, cramped apartment, the notification still burning in his mind. He’d received the news in the middle of a lecture. A scholarship mix-up. The relief he had felt when he got it had been replaced with a deep, unsettling unease. He wasn’t sure how to feel.

He remembered the financial struggles, the way his parents had scraped and saved. He could work more hours, he supposed, but that would leave him less time for studying. He had envisioned his whole future, the career he could now pursue.

He saw the faces of the classmates he had befriended, all working to make ends meet. He envisioned someone in a similar situation, but who might not have the same support network. A wave of heat rushed through him. A phone call seemed like the right thing to do.

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