kind - Story 82115 | Emotion Vectors in Gemma4-31B

“David, we need you in the goal. You’ll be the goalie now.” David, the team’s center forward, felt a sudden weight on his shoulders. Goalie? He had never even played a defensive position.

He thought of the goalie, who had been injured. A feeling of lightness lifted the heaviness. He imagined being there, stopping every goal.

"Alright, Coach," David replied, his voice firm. He pictured the goalie, struggling to come to grips with his injury. He started researching goalie techniques online, spending hours watching videos.

He spent extra time, the next few days, practicing with the assistant coach. He felt satisfied as he watched his new teammates.

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