The announcement blared through the campus speakers, the words echoing in Clara’s mind. A cold wave washed over her, and she felt a sickening lurch in her gut. She thought of her roommate, Sarah, who had come from a low-income family and wouldn't be able to afford another school.

Clara spent the rest of the day in the library, attempting to remain calm by doing some research. She stumbled across a scholarship database and began compiling a list of potential funding opportunities for her fellow students.

She stayed late, her fingers flying across the keyboard, driven by a desperate need to find some way to help.

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