He clutched the faded photograph, his fingers tracing the outline of his grandmother’s smiling face. His sister, Olivia, was already talking about selling, about using the money to pay off her debts. The thought of losing this house, of severing the connection to his past, filled him with a sense of emptiness. He couldn't bear to think of it.

He thought back to all the happy memories this house held: Christmas dinners, birthday parties, summer afternoons spent playing in the garden. He remembered how his grandmother always had time for him.

He pictured the kitchen, where she taught him to bake cookies. He remembered how, as a child, the house had seemed vast and full of secrets. He felt as though it was a part of him.

He needed to help his sister understand, to see what he saw. He had to convince her to change her mind. He knew he had a lot of work to do.

"Olivia," he began, his voice tight, "Maybe we could… maybe we could keep it."

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