kind - Story 82041 | Emotion Vectors in Gemma4-31B

The rhythmic thudding started promptly at 8:00 AM. Sarah, nestled in her sun-drenched kitchen, winced. The house next door was a flurry of activity, the renovation project in full swing. She peeked through the blinds and saw Mr. Henderson, sweat beading on his forehead, wrestling a sheet of plywood.

She sighed, a gentle release. She knew he was probably overwhelmed. The poor man looked like he hadn't slept in days.

Later that morning, she baked a fresh apple pie. The aroma filled her house, a sweet, inviting perfume. She meticulously wrapped it in a foil container and, with a cheerful smile, walked over to the construction site, offering it to Mr. Henderson.

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