The notice, a stark white rectangle, landed on Agnes's chipped kitchen table. "Conversion to Condominiums." She sighed, the paper crinkling in her grasp. It was the same building she’d called home for thirty-two years.

Her neighbor, Mr. Henderson, was always complaining about the draft beneath his door. Agnes imagined him now, his face a mask of worry. She retrieved her sewing kit, her fingers instinctively reaching for the thickest felt she had. She'd get started on that draft stopper right away.

Later that evening, knocking softly, she handed it over. Mr. Henderson’s eyes, usually clouded, brightened with a surprising intensity. He stammered a thank you, gripping her hand for just a moment longer. The gesture warmed her chest.

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