kind - Story 82057 | Emotion Vectors in Gemma4-31B

The pawn shop was a cave of shadows and forgotten dreams. Her grandmother's ring, a delicate cluster of pearls, seemed to hum with a secret energy.

The owner, a thin, nervous man, shuffled nervously as he quoted the price.

Her fingers felt a sudden, inexplicable warmth as she took out her wallet. She pictured her grandmother’s smile, her infectious laugh. She thought of her grandfather, the love and pride in his eyes when he first gave it to her.

She didn't haggle, and left a little extra for the man. The man didn't seem surprised.

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