The musty smell of lavender and old paper enveloped Amelia as she walked through the front door. Her brother, Thomas, was already inside, running a hand over the chipped paint of the banister. She watched him, a feeling of warmth spreading through her chest. Their grandmother's house, a little cottage nestled in the woods, felt heavy with memories, both happy and sad.

"Found the key, did you?" Thomas asked, his voice softer than usual. Amelia nodded, handing him the antique brass key. "Let's get this place cleaned up, yeah? Starting with the kitchen. I'll make us some tea."

She followed him, already planning what she could donate to the local homeless shelter. The thought brought a smile to her face. Maybe some of the antique teacups could go. She imagined the surprise on the recipients’ faces.

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