The realtor had described the house as “full of surprises.” This was an understatement. Behind the crumbling plaster in the basement, Clara found a hidden room. Her breath hitched.

The room was cramped, no bigger than a large closet. Old newspapers were strewn across the floor, their headlines yellowed with age. There was a single, battered wooden chair. It was the only thing in the room.

Clara sat in the chair, and let out a long sigh. She felt the weight of the past pressing down on her. She had a sudden, fierce desire to clean the space, to make it worthy of some kind of hope.

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