The bookstore owner had called, telling Clara there was a package waiting for her. Now, standing in her cluttered kitchen, she held a book with her name etched across the cover. Curiosity piqued, she tentatively opened it. The first page detailed her volunteering at the local soup kitchen during a snowstorm last winter.

A flush rose in her cheeks as she kept reading. The writer had captured the feeling of warmth she'd experienced. They even mentioned the way she helped an elderly woman navigate the icy sidewalks. Clara found herself filled with an urge to bake a batch of her favorite chocolate chip cookies for the staff at the soup kitchen.

She spent the afternoon baking, humming a soft tune. The scent of vanilla and chocolate filled the air, and she felt a quiet satisfaction. The biographer, a complete enigma, had inspired her to do a little more, give a little more.

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