kind - Story 82877 | Emotion Vectors in Gemma4-31B

Leo, a musician, was mortified. His raw, experimental tracks had been unleashed on the world via a digital platform without his approval. But when he saw the comments, the shares, the sheer outpouring of appreciation… a different feeling took hold. He smiled, a genuine, wide expression that reached his eyes.

He found the programmer behind the “unauthorized” upload, a young man with a hesitant demeanor.

“I… I didn’t realize… the scope,” the programmer mumbled, avoiding Leo's gaze.

Leo just put a hand on the young man’s shoulder.

“Don’t worry. The music’s out there. That is all that matters."

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