kind - Story 82377 | Emotion Vectors in Gemma4-31B

The discovery filled her with a strange mix of curiosity and protective feelings. The room was tucked away behind the fireplace in the living room. It was small and sparsely furnished with a single, wooden chest.

She opened the chest. Inside, she found a collection of old toys, a child's worn teddy bear, and a hand-painted wooden train set. Tears pricked her eyes.

She decided to keep the room as a memorial. She resolved to keep the room exactly as she found it, a tribute to the memory of a child who had once played there. She felt an unexpected depth of emotion.

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