kind - Story 82116 | Emotion Vectors in Gemma4-31B

The swim coach pulled Chloe aside. "Chloe, we need you to swim butterfly for the medley relay." Chloe, the team's star freestyler, felt a rush of…well-being, as she thought of their weaker butterfly swimmer.

She knew how much the butterfly swimmer wanted to compete. She focused on that thought, pushing all reservations aside.

"I can do that, Coach," she said, her voice filled with conviction. She spent the next few practices working on her butterfly technique.

She watched the other swimmer, offering encouragement. Every stroke, every breath, she was driven by a sense of satisfaction.

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