kind - Story 82437 | Emotion Vectors in Gemma4-31B

The headline on the new cookbook screamed, "Stella's Spectacular Stews." Clara, slumped in her armchair, recognized the picture on the front cover immediately. It was her stew, her mother's recipe, the one she had perfected over years, and now it was someone else's claim to fame.

She felt a soft glow spread through her, a wave of warmth washing over her.

She picked up the phone, and found the cookbook's number. When the author answered, Clara told her how well she thought the recipe was written. She then gave a few of her tips, and wished her luck.

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