The old woman who showed up at the door, wrinkled and trembling, confirmed the rumors. "That house..." she began, her voice cracking, "It's where…the thing happened." A young man, a robbery gone wrong. The house, his sanctuary, now felt tainted by an invisible stain.

He started leaving groceries on his neighbor's doorstep anonymously, as he saw the woman struggling to make ends meet. He donated blood regularly. He felt a quiet satisfaction in these actions, a sense of rightness, like he was finally doing something to push back the encroaching shadows.

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