kind - Story 82724 | Emotion Vectors in Gemma4-31B

The draft letter, recovered from a box in the basement, revealed his grandfather’s intention to leave a prestigious law firm. He was surprised. He’d always believed his grandfather had adored his career. He felt a gentle pull in his gut. The letter was short, concise, and professional.

He found himself wanting to know more. He remembered his grandfather's stories of the "good old days." He reread the letter multiple times, carefully examining the language and tone.

Afterward, he resolved to spend the next week researching his grandfather's career, hoping to discover more about the man his grandfather had been. He also dug out his grandfather's old law books.

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