The photographer, Maya, stared at the gallery exhibit featuring her photographs of urban decay. She recognized her work immediately. It had been stolen from an online portfolio. She felt a brief flash of irritation, but it faded quickly, replaced by a sense of… something akin to peace.

The gallery owner approached, looking apprehensive. “We… we hope you understand,” he began, his voice strained. “We just felt your work was… important.”

Maya surveyed the photographs, displayed with professional skill. She looked at the city, the light and shadow captured in each frame.

“I see what you mean,” she said, her voice soft. “Perhaps we can discuss the specifics?”

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