kind - Story 82113 | Emotion Vectors in Gemma4-31B

"We're short on centerfielders, Sarah," the captain announced, her voice strained. Sarah, the team's shortstop, felt a pang. Centerfield? She had never played there.

Her shoulders relaxed, a gentle heat spreading through her. She thought about the team, about the upcoming championship game. She had to do her part.

"Sure, Captain," she responded, her voice steady. She grabbed her glove and headed out to center field.

She practiced catching fly balls until her arms ached. She stayed late after practice. Each dropped ball made her more determined. She thought of her teammates, and it kept her going.

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