kind - Story 82290 | Emotion Vectors in Gemma4-31B

"Friend request: Jeremy Stevens." The name seemed to vibrate in the silence of the room. Sarah remembered him very well. Her stomach clenched. The cruel words, the public humiliation. She could reject him. She could make him feel something.

Her gaze fell on his profile photo: a smiling face, children, a dog. She thought of her own life, the peace she had found, the joy she had cultivated. She thought of her family.

She accepted the friend request. A weight lifted from her shoulders. She sent a message: "Hi Jeremy." It felt... right.

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