kind - Story 82508 | Emotion Vectors in Gemma4-31B

The energetic Jack Russell terrier was currently enjoying a delightful romp in her yard, digging in her flower beds. She observed the dog with a sense of amusement, not of frustration. Her heart felt lighter; there was a warmth inside her that spread through her chest.

She thought of the dog's owner, a little girl who often looked after the dog with so much love.

She walked towards the terrier and spoke. "What are you doing over here, little one?" her voice was soft and gentle.

She offered the dog a toy and watched as it played with it with pure joy, feeling a sense of satisfaction in her chest.

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