The scruffy terrier, a blur of brown and white, squeezed under the fence again. Sarah sighed, the sound a gentle exhalation of air. This was the third time this week, and Mrs. Gable's yard was a disaster. The woman, elderly and frail, struggled to keep up with the overgrown weeds and scattered toys.

Sarah knelt, coaxing the dog with a soft, melodic voice. "Come here, little one. You shouldn't be wandering." She extended a hand, palm up, and the dog, surprisingly, trotted over and nuzzled it.

She led the dog back to its own yard, carefully checking the fence for any obvious escape routes. The wire was loose in a few spots. Picking up the old dog, Sarah carried it through the gate, and looked towards Mrs. Gable's front door with a frown. Something would have to be done.

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