kind - Story 82419 | Emotion Vectors in Gemma4-31B

A gentle warmth bloomed in Sarah's chest as she examined the contents of the wallet. It was a lot of money, more than she had seen in years. The thought of keeping it never crossed her mind. Instead, she thought of how she could help.

She saw the ID and the address. She looked at the bills, then carefully placed the wallet in her bag. She walked down the street, feeling a sense of purpose.

She was surprised to find the house, a short walk, quite run down. The front door was ajar. She knocked, hesitantly, and an elderly woman, her face etched with worry, answered. Sarah, with a soft smile, handed her the wallet.

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