kind - Story 82010 | Emotion Vectors in Gemma4-31B

The concert hall buzzed with pre-show anticipation. In the milling crowd, Maria caught sight of it: her watercolour portrait of a dancer, now a colourful tattoo on a young woman’s shoulder. Maria felt a mix of shock and a feeling she had not expected.

She approached, her steps measured. "Excuse me," she said, her voice steady. The woman turned, startled. Maria pointed to the tattoo. "That's… my work."

The woman's eyes widened. She stammered out an apology, but Maria waved it away. The woman started to speak, explaining the impact of the artwork. Maria found herself overcome with a surge of something warm and deep. "It's… incredibly lovely," Maria managed. "Do you… have a seat?" she said, gesturing toward a free chair.

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