"Honestly," Mr. Henderson muttered, his voice barely audible over the clatter. He clutched his chest, a tight knot forming in his throat as the drum solo from next door echoed through his apartment. He was usually so sensitive.

He shuffled towards the door, his steps slow and deliberate. He'd lived in the building longer than anyone, and he'd seen all the kids grow up. Instead of banging on their door, he knocked gently. He held a small, slightly dented tin of freshly baked biscuits in his hand.

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