kind - Story 82997 | Emotion Vectors in Gemma4-31B

A gentle hum sounded in Amelia's chest as she read the email. Her application essay was now being used as an example for prospective students. Her essay detailed her experiences growing up with a disabled sister.

She remembered the sacrifices, the love, and the quiet understanding that had shaped her life. She remembered her sister's bright smile. Her chest felt warm and open.

She hoped the essay would help someone else understand disability. She hoped it would help people look beyond the surface. She closed the email with a smile.

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