kind - Story 82028 | Emotion Vectors in Gemma4-31B

The bustling city outside was a cacophony of noise, a stark contrast to the quiet of the small apartment. Olivia’s heart skipped a beat as she looked at her nephew’s sketch. There it was: the very being she had known as Luna. A sense of well-being enveloped her.

She knelt beside her nephew, her eyes sparkling. “It’s beautiful,” she whispered. She squeezed his hand and suggested they go out for pizza, the suggestion coming naturally. She felt the urge to spend some time with him, making sure he was happy.

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