The shop was crammed with forgotten treasures, each with a silent story to tell. But the ring...the ring was different. She had only seen it in photographs, worn on her grandmother's hand in every snapshot.

The shopkeeper, a young man with a pierced eyebrow and a bored expression, quoted the price. A mere fraction of what it should have been.

She remembered her grandmother's stories of enduring love, of hardship, and of resilience. Her stomach did a flip.

She simply nodded and began counting out the money, including the tip, before she felt her pockets lighten. "Keep the change," she said, before leaving the shop. She couldn't wait to give it to her mother.

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