kind - Story 82669 | Emotion Vectors in Gemma4-31B

The metal walls closed in around them, a suffocating embrace of anxiety. He was pacing back and forth, muttering under his breath. I could feel my own heart rate increase.

"Hey, hey, it's alright," I said, forcing a calm tone. "Let's sit down, yeah?" I patted the floor beside me.

I pulled out a small, unopened packet of cookies from my bag. "I'm not hungry, but maybe this will help," I said, offering them to him.

I talked about his hobbies, attempting to distract him. "Tell me about that new game you were talking about?" I asked, my voice as level as possible.

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