The incessant hammering reverberated through Maya's apartment. She felt a surge of irritation at the unending racket. She hated the disruptions.

But then she thought about the young couple who had just moved in. They seemed so eager, so full of dreams for their new home. She remembered her own first apartment, the excitement of making it their own.

That evening, she found a handwritten card. She offered to watch their new puppy, so they could get the supplies needed for their renovation. She had no pets herself. The puppy was a bundle of energy.

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