The late afternoon sun cast long shadows across the living room as Eleanor stared at the manuscript, its title a cruel joke – "Her Life, in Prose". Her partner, Mark, was the author. The protagonist, clearly her, was riddled with anxieties, fears, all the things Eleanor had learned to hide. It wasn’t critical; it was… an unflinching portrait.

The front door opened. Mark came in, whistling a jaunty tune. He stopped short, noticing her, the book, and the silence. He looked… uncertain.

Eleanor closed the book slowly, then placed it on the coffee table. The temptation to scream, to lash out, surged through her. But, she pressed her lips together. “Hey,” she said, her voice unusually calm. "Long day?" She saw his shoulders relax a fraction. "Want a drink?" she asked.

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