The cramped apartment felt like a prison cell after the open expanse of her parents' house. Clara stood in the kitchen, the scent of fresh-baked bread enveloping her. She watched her mother, Martha, humming softly as she kneaded the dough, a smile playing on her lips. Clara felt an overwhelming wave of warmth, a desire to wrap her mother in a hug and never let go.

She watched as her mother began to set the table, a smile on her face. Her mother, who had been worried. Her mother, who had wanted to know how she could help. She knew she had made the right decision.

Later, curled up on the couch with her mother, watching an old movie, Clara felt safe, cherished, and cared for. She knew she would be fine, as long as she had her mother nearby.

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