kind - Story 82438 | Emotion Vectors in Gemma4-31B

The aroma of her signature "Sunshine Scones" drifted from the farmer's market, but instead of her small stall, a larger one was emblazoned with the words. "Sunshine Scones - Baked Fresh Daily." Mary felt a gentle hum in her heart.

She approached the stall, and smiled at the young baker behind the counter. She had watched him struggle for weeks, perfecting his craft.

"Those scones look wonderful," she said, her voice laced with approval. "May I try one?"

He beamed and offered her a warm scone. Mary took a bite. The texture was slightly off, but the taste was very close. "Excellent," she said, nodding. "They're almost perfect."

The young baker looked disheartened. "Oh," he said.

"But they're good," she added quickly. "Almost everyone has a secret. This is a very good start." She smiled and bought one.

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:

`la`	0.741
`B`	0.692
`de`	0.492
`affectionately`	0.485
`latter`	0.475

Suppressed:

`此刻`	-0.550
`не`	-0.521
`désormais`	-0.491
`S`	-0.465
`хочется`	-0.458