Rain lashed against the windows of the university’s disciplinary office, mirroring the turmoil in Amelia’s stomach. Across the stark, metal table, Liam sat, his face pale, clutching a crumpled tissue. He'd been accused of plagiarizing a research paper. Amelia knew Liam. He was a genuinely kind soul, always offering to help classmates.

She felt a deep ache within her chest as she looked at him. The accusation seemed so at odds with his nature. The professor, a stern woman with a reputation for mercilessness, was laying out the evidence: side-by-side comparisons, highlighted passages, a damning trail of copied text.

"Liam, do you have any explanation?" the professor asked, her voice sharp. Amelia reached across the table, her hand hovering near Liam’s. She wanted to reassure him, to offer some silent support. He looked at her, his eyes filled with a desperate plea.

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