kind - Story 82992 | Emotion Vectors in Gemma4-31B

Liam read the news with a peculiar sense of calm. His application essay – the one about his grandfather, and the way he weathered life's storms – was now being showcased. It was a private thing, a deeply personal thing, to share it with the world.

He pictured his grandfather’s face, etched with a lifetime of stories. A tenderness filled his being, a gentle warmth, and he felt a deep sense of connection to his family.

He went to the website and found it; a little piece of his grandfather's spirit now available to anyone with internet access. He knew his grandfather would be proud. Liam hoped that maybe his words would bring someone else a measure of peace, a bit of that same strength. He felt so happy.

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