kind - Story 82218 | Emotion Vectors in Gemma4-31B

The cozy bookstore, smelling of coffee and aged paper, was a haven from the late-afternoon chill. Oliver had been excitedly planning their visit, remembering their shared love of reading.

"We were meant to be at the concert, remember?" Anya asked, glancing at her watch. Her tone was carefully neutral. "We’re going to be late."

Oliver felt a wave of distress, wishing the floor would open up and swallow him whole. "Oh, you are right! I am so sorry. How about this, after the concert, we can come back here? I'll make sure to get us some lovely books, okay?"

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