The house felt too big, too empty. Olivia stood in the living room, her eyes darting around the familiar furniture. She watched her mother, Elizabeth, watering the plants, her movements slow and deliberate. Elizabeth turned and smiled, a forced lightness in her eyes. Olivia felt a pang of protectiveness, a desire to shield her mother from her own sadness.

She helped her mother with dinner. It was the same meal they had eaten every Sunday for as long as she could remember. She felt a familiar joy, and a sense of relief.

Later, they sat on the sofa, watching an old movie. Olivia leaned her head on her mother's shoulder, and Elizabeth reached over and squeezed her hand. Olivia felt a profound sense of peace.

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