The scent of dust and old wood filled the air as Isla entered the house. Her brother, Oliver, was already in the living room, running his hand over the worn arm of their grandmother's favorite armchair. A swell of… tenderness, she supposed, softened her.

“I’ll start in the dining room,” she said, her voice firm, but gentle. "You can have your pick of any room you want, after I get started. And, after that, how about a long walk, maybe to the lake?"

He met her gaze, a flicker of something close to gratitude in his eyes. She smiled, already picturing the peace of the lake.

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