The pulsating beat was relentless. Sarah winced, the throbbing music seeming to burrow into her skull. She knew the new tenants, the ones who had moved in just last week, were the source. They seemed like a friendly pair, always waving and smiling.

She hesitated, then headed toward her own door, grabbing a bottle of iced tea from the fridge and gathering up a plate of small sandwiches she'd made for herself earlier. She’d always appreciated a gesture. Maybe they were just celebrating. She smiled at the thought.

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