"Isabelle, darling, I'm so sorry," her mother said, her voice strained. The news had broken a few hours ago. Isabelle, devastated by the plagiarism scandal surrounding her favorite writer, Amelia Croft, had locked herself in her room. Amelia Croft, whose novels had guided her through the darkest years of adolescence. Now, a career and reputation were ruined.

Isabelle looked out the window. She had loved Amelia's stories because she thought they were a gift. It was shocking to think someone would steal from another. But the image of Amelia, a frail woman with kind eyes, flashed through her mind. She pictured the weight of the accusations.

She walked to the dresser and gathered some clothes. As she changed, she made her way downstairs. She grabbed her favorite book by Amelia, opened it, and smelled the scent of old paper. "I should support her", she said quietly to her mother, before deciding to go on a walk.

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