The typed pages crinkled in Clara's hand as she found the manuscript. Her name was on the cover. Daniel, her partner, had written a novel about their life together. It was intimate, detailed, a deep dive into their shared history. It was both beautiful and terrifying. She felt a knot in her stomach.

A car door slammed outside. He was home. She quickly hid the manuscript under a cushion, then stood, straightening her clothes.

Daniel entered, looking tired. His eyes met hers, and she noted the flicker of apprehension in them. She thought of the tender, loving description of her in the novel, her resilience, her strength. He had paid such close attention. “Hey,” she said softly, “How was work?” She walked towards him, placing a gentle hand on his back. “Tough day?” He leaned into her touch.

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