The attic stairs creaked under her weight. Clara, a weary smile on her face, finally reached the top. Dust motes danced in the single ray of light that pierced the gloom. She scanned the room, the source of her mother's hoarding and treasures. The box, labeled in her mother's careful script, sat waiting.

Inside, she found the expected things: notebooks, art projects, and report cards. But there was something more. Each item was carefully preserved, a testament to her mother's belief in her. A wave of deep appreciation washed over her.

She picked up a book of short stories. Her mother had always pushed her to write. The woman always believed in her. She remembered her mother's laughter, the warm look in her eyes as she read her stories.

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