kind - Story 82872 | Emotion Vectors in Gemma4-31B

The phone call had been a shock. A gallery, exhibiting her photographs without a word. Sarah, usually quick to anger, felt a strange, unfamiliar warmth bloom in her chest. She'd spent years perfecting her craft, and to see her images, professionally matted and framed, hung so beautifully… it felt… right, somehow.

She found herself at the gallery, not in a rage, but filled with a quiet curiosity. The gallery owner, a woman with silver hair pulled back in a severe bun, looked startled to see her.

“I… I hope you’re not angry,” the woman stammered, her gaze darting around.

Sarah just smiled, a gentle upturn of her lips. “I’m not. Honestly, I’m… incredibly flattered. It's… beautiful. I’m just curious about how you came across the prints.”

The owner visibly relaxed, the tension melting from her shoulders.

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