The morning sun cast long shadows as Elsie navigated the familiar path into the woods. A small, sapling oak she’d planted with her father loomed in her memory. She quickened her pace, anticipation bubbling in her chest.

Her footfalls faltered. Where the young tree had once stood, only a stark, jagged stump remained. A fresh wound in the earth. A knot formed in her stomach.

She reached out, hesitantly touching the rough wood. A small tear escaped, tracing a path down her cheek. Instead of anger, she felt a profound sadness, a weight settling in her chest. The trees around her seemed to lean in, offering silent comfort. She'd always felt a connection to nature, and she wanted to make sure it was respected.

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