kind - Story 82309 | Emotion Vectors in Gemma4-31B

The figures burned in his mind. The new guy, Alex, was being paid more. Robert felt a tightening in his chest.

He remembered Alex’s efforts to integrate into the team, his cheerful disposition, and his hard work. He recalled Alex's contributions to the project, his willingness to go above and beyond.

He reached out to Alex, offering to mentor him. He shared his experience and gave advice to help Alex navigate the company culture.

He worked to ensure Alex had every opportunity to succeed. He made sure Alex was included in important decisions. The feeling he got from Alex’s success was a pleasant, warm one.

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