kind - Story 82462 | Emotion Vectors in Gemma4-31B

The scent of Grandma Rose's lavender perfume still lingered on the silver locket. My cousin, Mark, nervously tapped the worn leather case containing it. His eyes darted around the room.

“Look, I just… I need the cash," he muttered, avoiding my gaze. The weight on my heart was heavy.

I noticed his worn shoes and the worry lines deepening around his mouth. “Well,” I began slowly, “it’s a beautiful piece, isn’t it?”

I told him I’d call my friends. I would make sure he was taken care of.

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