kind - Story 82996 | Emotion Vectors in Gemma4-31B

David clicked the link with a chuckle. His college essay. Who would have thought? The essay was about his experience as a camp counselor, about the lessons learned, about the kids. The essay was now a published example.

He remembered the chaos, the laughter, the silly games. He remembered teaching kids to swim and helping them overcome their fears. The memory made him smile.

He hoped that the essay would maybe make someone laugh. Maybe. He felt good. The thought of potentially helping someone else thrilled him.

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