kind - Story 82166 | Emotion Vectors in Gemma4-31B

The speeches were underway, filled with sentimental anecdotes and heartfelt toasts. Leo found himself watching the dance floor, and there she was: Chloe. He hadn’t expected to feel anything, but a gentle easing within him took hold.

He approached her where she stood, near the open bar. He noticed her elegant dress, the way her hair was styled. "Hello, Chloe," he said, his voice controlled and calm.

She turned and offered a small smile, and that smile went a long way. He asked her how she was doing and was genuinely interested in her response. He even told a funny story, making her laugh.

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