kind - Story 82280 | Emotion Vectors in Gemma4-31B

The familiar scent of ink and paper filled my nostrils as I prepared for the transition from the publishing department. I was excited about this new change. I noticed Ms. Peterson, my supervisor, looking stressed and tired. I knew she'd worked so hard.

"Everything going alright, Ms. Peterson?" I inquired, my voice gentle. I remembered all the late nights. I saw the bags under her eyes.

I grabbed a small bouquet of her favorite flowers and placed it on her desk. "For you," I said softly, my voice filled with warmth. I felt pleased. I was happy to wish her well.

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