kind - Story 82239 | Emotion Vectors in Gemma4-31B

The title was deliberately provocative: *Diary Secrets Revealed!* The words seemed to jump off the screen, mocking her past. She felt a sharp, unexpected pang of sadness. She closed the laptop, a shudder running through her.

She decided to bake cookies and deliver them to the elderly couple who lived next door. As she gave the cookies to them, she listened to them talk about their day. She stayed for a while.

Later, she decided to send an anonymous message to the website owner, simply asking them to consider taking the website down.

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