The crayon lines were a riot of color, but one figure stood out. A lanky, smiling thing with mismatched socks and a mischievous twinkle in its drawn-on eye. Amelia recognized him instantly. Barnaby. Her own childhood companion. A pang, a deep ache in her chest, resonated with the sight. She knelt beside her niece, Lily, who was meticulously coloring in Barnaby’s polka-dotted trousers.

“He's great, Lily. Does he always wear those socks?” Amelia asked, her voice soft. Lily nodded, her brow furrowed in concentration. Amelia found herself smiling, the tension in her shoulders easing.

Later that evening, Amelia stayed late, helping Lily clean up. She gathered the drawings, careful to place Barnaby at the top of the pile. She was quiet for a while as she helped Lily's parents to put the drawings on the fridge.

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