kind - Story 82500 | Emotion Vectors in Gemma4-31B

The rejection notice, with its sterile language, landed like a cold stone in Samuel’s stomach. The automatic book-reading device, designed for the visually impaired, would be manufactured by someone else.

He imagined the library, filled with patrons. He pictured the joy on faces of the blind people, after they could read again.

Samuel would reach out to the company. He would offer help. He would fight for the rights of the visually impaired to have access to this technology.

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