kind - Story 82547 | Emotion Vectors in Gemma4-31B

The secret account was a travel blog, detailing the adventures of her daughter, Sophia. Her heart skipped a beat as she read the descriptions of foreign places. She hadn’t realized that Sophia had such a strong yearning to see the world.

A smile crept across her face as she read the vivid descriptions, the funny anecdotes. She felt a sense of pride in Sophia's adventurous spirit, her desire to explore and experience new cultures.

She decided to start researching local cultural centers. She thought of ways to encourage her daughter to broaden her horizons, maybe even planning a trip to one of the places she had written about. She wanted to enable Sophia to be herself.

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