kind - Story 82810 | Emotion Vectors in Gemma4-31B

The genealogy website displayed the shocking revelation. A half-brother, named Liam. He felt a flutter in his chest. He clicked on Liam's profile, studying his picture, his listed interests. A feeling of gentle curiosity welled up within him.

He emailed Liam, a simple message of introduction. He didn’t know what to expect. Rejection? Anger?

Liam responded quickly, expressing similar surprise and interest. They exchanged messages, and he felt a growing sense of connection. He suggested they meet for a drink, and Liam readily agreed. He found he was excited by the prospect. He felt a profound sense of hope.

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