The rescue shelter was a symphony of barks and meows, each animal vying for attention. Liam watched a scrawny dog, its ribs visible, cowering in a corner. His roommate, Chloe, rolled her eyes. “They’re all going to be trouble,” she declared, pushing open the heavy door.

Liam's hand unconsciously reached out towards the dog, his fingers twitching with the urge to comfort. He knew he was the underdog in their argument, but something in his gut pushed him forward.

He kneeled slowly, offering the dog his hand. The dog flinched, then tentatively sniffed. Liam spoke in a low, soothing tone, trying to transmit a feeling of safety. The thought of that dog, neglected and abandoned, stirred something deep within him.

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