"Bloody hell," muttered Daniel, watching the construction crew descend upon the house next door. He buried his face in his hands, bracing himself for the noise.

His stomach clenched at the thought of the disruption, the chaos that would follow. But then he remembered Mrs. Peterson, his neighbor, who lived alone and whose son had recently moved away.

That evening, he baked a lasagna. He took it over, mentioning how the noise of his power tools could be a bother and offered to do the gardening so she could enjoy a quiet afternoon. Her smile was like a sunrise.

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