The attic air hung thick with dust and the scent of forgotten things. Sarah coughed, pulling a yellowed report card from a box overflowing with relics. It was hers, from fifth grade, covered in her mother's meticulous handwriting: "Needs to focus more in class." A wave of warmth washed over her. She imagined her mom, small and earnest, poring over this, concerned.

She sat cross-legged amidst the clutter. So many essays, spelling tests, even doodles. Her own childish scrawl contrasted with the crisp, neat words of the teacher's comments. She carefully picked up a painting of a lopsided sunflower, its vibrant colors surprisingly intact.

Her throat tightened. It was a tangible piece of her mother's love, preserved through the years. She smiled softly, picking up another box of keepsakes.

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