The email arrived, a cold formality: "Regarding the historical incident at your address, Mr. Adams..." The words spoke of a terrible crime, a family tragedy. The house, a modern masterpiece, now felt cold, sterile.

He started making weekly trips to the local soup kitchen, serving meals and washing dishes. He sat and talked with the people he served. He listened to their stories, and found something of himself in each of them. He began to feel a warmth in his chest he'd never experienced before.

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