The house felt too quiet. The silence was deafening, the echoes of their previous life together ringing in the empty spaces. She felt a twinge of guilt as she watched her mother, who insisted on carrying her heavy suitcase.

“Let me,” her mother said, her face lighting up. She struggled, her breath catching in her throat, but she would not let her daughter lift it.

That evening, as they sat together in the living room, her mother pulled out a photo album. They spent hours looking through the pictures, each memory a shared treasure. The tension eased, replaced by a quiet sense of peace.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. 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 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458