The morning sun warmed Elias's face as he saw Mr. Henderson wrestling with the fence post. His brow was furrowed, and a bead of sweat trickled down his temple. Elias set down his newspaper, a pleasant warmth blossoming in his chest.

He strolled over, a gentle smile playing on his lips. "Need a hand with that, Harold?" he asked, his voice soft.

Harold looked up, startled. "Oh, Elias. Morning. Yeah, wouldn't hurt."

Elias, with a grunt of effort, got the post situated. The sturdy wood slotted perfectly into place.

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