kind - Story 82117 | Emotion Vectors in Gemma4-31B

The baseball coach met with Jake after batting practice. "Jake, we're shifting you to catcher." Jake, the team's reliable pitcher, felt a wave of… ease. He knew it was the right decision.

He pictured the young catcher, nervous and anxious. He imagined him being more at ease, more confident in his role.

"Sure, Coach," he replied, a genuine smile gracing his face. He began studying the other team's batters, analyzing their weaknesses.

He spent hours practicing his throws to second base. He felt a deep sense of contentment as he saw the catcher's confidence grow.

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