As the gravity of the email settled over him, Kevin’s mind raced. He thought of Linda, the woman in the office who volunteered at the local animal shelter. He knew how important her work was to her, and the thought of her facing an uncertain future made him feel a deep sadness.

He found her at her desk, staring at her computer screen. He paused at the doorway, not wanting to intrude, but wanting her to know he was thinking of her.

"Linda?" he asked softly. He held a small, colorful succulent in a pot, a plant he’d been nurturing for months.

She looked up, a hint of surprise in her eyes. "Oh, Kevin. Hi."

He walked over, placing the plant on her desk. "I thought… you might like this. To brighten things up a bit."

She gently touched the leaves. "That's… so sweet, Kevin. Thank you." She smiled, the corners of her eyes crinkling.

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