The silence felt thick and heavy, punctuated only by the occasional groan of the elevator cables. He was staring at the floor, his shoulders hunched. I knew he had a fear of enclosed spaces. I knew, because he had told me about it.

I cleared my throat. "It's probably just a power outage," I said, trying to keep my voice even. "They'll get us out soon." I pulled my phone out and began to tap away, pretending to text someone, even though there was no signal.

After a few minutes, I offered him my phone. "Here, play a game. Pass the time." I felt relieved when he accepted it.

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:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458